Optimize with Optuna¶

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Installation¶

In [ ]:

!pip install optuna

!pip install optuna

Sample Strategy¶

In [1]:

# import talib.abstract as ta

from lettrade import DataFeed, Strategy, indicator as i
from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest
from lettrade.indicator.vendor.qtpylib import inject_indicators

inject_indicators()


class SmaCross(Strategy):
    ema1_period = 9
    ema2_period = 21

    def indicators(self, df: DataFeed):
        # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period)
        # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period)
        df["ema1"] = df.close.ema(window=self.ema1_period)
        df["ema2"] = df.close.ema(window=self.ema2_period)

        df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2)
        df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2)

    def next(self, df: DataFeed):
        if len(self.orders) > 0 or len(self.trades) > 0:
            return

        if df.l.signal_ema_crossover[-1]:
            price = df.l.close[-1]
            self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001)
        elif df.l.signal_ema_crossunder[-1]:
            price = df.l.close[-1]
            self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001)


lt = let_backtest(
    strategy=SmaCross,
    datas="example/data/data/EURUSD_5m_0_10000.csv",
    account=ForexBackTestAccount,
    # plotter=None,
)

# import talib.abstract as ta from lettrade import DataFeed, Strategy, indicator as i from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest from lettrade.indicator.vendor.qtpylib import inject_indicators inject_indicators() class SmaCross(Strategy): ema1_period = 9 ema2_period = 21 def indicators(self, df: DataFeed): # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period) # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period) df["ema1"] = df.close.ema(window=self.ema1_period) df["ema2"] = df.close.ema(window=self.ema2_period) df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2) df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2) def next(self, df: DataFeed): if len(self.orders) > 0 or len(self.trades) > 0: return if df.l.signal_ema_crossover[-1]: price = df.l.close[-1] self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001) elif df.l.signal_ema_crossunder[-1]: price = df.l.close[-1] self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001) lt = let_backtest( strategy=SmaCross, datas="example/data/data/EURUSD_5m_0_10000.csv", account=ForexBackTestAccount, # plotter=None, )

Optimize¶

In [2]:

import optuna

lettrade_model = lt.optimize_model()


def train_model(trial):
    params = {
        "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1),
        "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1),
    }

    # Model
    result = lettrade_model(params)

    # Score
    return result["equity"]


study = optuna.create_study(
    study_name="example-study",
    direction="maximize",
    # storage='sqlite:///example.db',
    load_if_exists=True,
)

study.optimize(train_model, n_trials=1_000)

import optuna lettrade_model = lt.optimize_model() def train_model(trial): params = { "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1), "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1), } # Model result = lettrade_model(params) # Score return result["equity"] study = optuna.create_study( study_name="example-study", direction="maximize", # storage='sqlite:///example.db', load_if_exists=True, ) study.optimize(train_model, n_trials=1_000)

[I 2024-06-14 12:49:41,950] A new study created in memory with name: example-study
[I 2024-06-14 12:49:41,956] Trial 0 finished with value: 988.48 and parameters: {'ema1_period': 20, 'ema2_period': 48}. Best is trial 0 with value: 988.48.
[I 2024-06-14 12:49:41,958] Trial 1 finished with value: 1008.98 and parameters: {'ema1_period': 22, 'ema2_period': 47}. Best is trial 1 with value: 1008.98.
[I 2024-06-14 12:49:41,960] Trial 2 finished with value: 981.28 and parameters: {'ema1_period': 12, 'ema2_period': 36}. Best is trial 1 with value: 1008.98.
[I 2024-06-14 12:49:41,962] Trial 3 finished with value: 1116.68 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 3 with value: 1116.68.
[I 2024-06-14 12:49:41,963] Trial 4 finished with value: 910.78 and parameters: {'ema1_period': 8, 'ema2_period': 30}. Best is trial 3 with value: 1116.68.
[I 2024-06-14 12:49:41,965] Trial 5 finished with value: 953.98 and parameters: {'ema1_period': 14, 'ema2_period': 40}. Best is trial 3 with value: 1116.68.
[I 2024-06-14 12:49:41,966] Trial 6 finished with value: 921.58 and parameters: {'ema1_period': 18, 'ema2_period': 29}. Best is trial 3 with value: 1116.68.
[I 2024-06-14 12:49:41,968] Trial 7 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 3 with value: 1116.68.
[I 2024-06-14 12:49:41,969] Trial 8 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:41,971] Trial 9 finished with value: 961.68 and parameters: {'ema1_period': 6, 'ema2_period': 45}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,195] Trial 10 finished with value: 1158.78 and parameters: {'ema1_period': 25, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,396] Trial 11 finished with value: 1039.48 and parameters: {'ema1_period': 25, 'ema2_period': 20}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,405] Trial 12 finished with value: 899.78 and parameters: {'ema1_period': 16, 'ema2_period': 21}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,414] Trial 13 finished with value: 1158.78 and parameters: {'ema1_period': 25, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,423] Trial 14 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,429] Trial 15 finished with value: 805.18 and parameters: {'ema1_period': 8, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,436] Trial 16 finished with value: 941.28 and parameters: {'ema1_period': 23, 'ema2_period': 26}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,442] Trial 17 finished with value: 1055.88 and parameters: {'ema1_period': 16, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,702] Trial 18 finished with value: 894.48 and parameters: {'ema1_period': 20, 'ema2_period': 35}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,710] Trial 19 finished with value: 879.28 and parameters: {'ema1_period': 14, 'ema2_period': 23}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,716] Trial 20 finished with value: 919.58 and parameters: {'ema1_period': 10, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,854] Trial 21 finished with value: 1000.0 and parameters: {'ema1_period': 25, 'ema2_period': 25}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,863] Trial 22 finished with value: 919.38 and parameters: {'ema1_period': 23, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,870] Trial 23 finished with value: 981.48 and parameters: {'ema1_period': 21, 'ema2_period': 29}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:42,876] Trial 24 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,071] Trial 25 finished with value: 1020.38 and parameters: {'ema1_period': 18, 'ema2_period': 25}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,078] Trial 26 finished with value: 894.48 and parameters: {'ema1_period': 20, 'ema2_period': 35}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,084] Trial 27 finished with value: 1158.78 and parameters: {'ema1_period': 25, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,091] Trial 28 finished with value: 874.98 and parameters: {'ema1_period': 23, 'ema2_period': 32}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,097] Trial 29 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,104] Trial 30 finished with value: 813.68 and parameters: {'ema1_period': 16, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,113] Trial 31 finished with value: 1158.78 and parameters: {'ema1_period': 25, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,123] Trial 32 finished with value: 821.68 and parameters: {'ema1_period': 22, 'ema2_period': 25}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,133] Trial 33 finished with value: 1010.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,141] Trial 34 finished with value: 981.38 and parameters: {'ema1_period': 24, 'ema2_period': 27}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,148] Trial 35 finished with value: 1128.28 and parameters: {'ema1_period': 24, 'ema2_period': 23}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,155] Trial 36 finished with value: 991.38 and parameters: {'ema1_period': 18, 'ema2_period': 31}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,162] Trial 37 finished with value: 981.78 and parameters: {'ema1_period': 13, 'ema2_period': 50}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,168] Trial 38 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,358] Trial 39 finished with value: 961.68 and parameters: {'ema1_period': 21, 'ema2_period': 43}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,365] Trial 40 finished with value: 903.38 and parameters: {'ema1_period': 19, 'ema2_period': 39}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,569] Trial 41 finished with value: 1049.48 and parameters: {'ema1_period': 25, 'ema2_period': 21}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,580] Trial 42 finished with value: 1049.48 and parameters: {'ema1_period': 25, 'ema2_period': 21}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,591] Trial 43 finished with value: 1128.28 and parameters: {'ema1_period': 24, 'ema2_period': 23}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,598] Trial 44 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,790] Trial 45 finished with value: 910.68 and parameters: {'ema1_period': 25, 'ema2_period': 27}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,797] Trial 46 finished with value: 840.98 and parameters: {'ema1_period': 5, 'ema2_period': 33}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,804] Trial 47 finished with value: 909.28 and parameters: {'ema1_period': 15, 'ema2_period': 23}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,811] Trial 48 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,818] Trial 49 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,827] Trial 50 finished with value: 1059.08 and parameters: {'ema1_period': 17, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,837] Trial 51 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:43,845] Trial 52 finished with value: 959.08 and parameters: {'ema1_period': 23, 'ema2_period': 20}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,044] Trial 53 finished with value: 883.28 and parameters: {'ema1_period': 25, 'ema2_period': 29}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,052] Trial 54 finished with value: 1090.28 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,059] Trial 55 finished with value: 959.08 and parameters: {'ema1_period': 24, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,066] Trial 56 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,072] Trial 57 finished with value: 1000.0 and parameters: {'ema1_period': 22, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,080] Trial 58 finished with value: 820.28 and parameters: {'ema1_period': 11, 'ema2_period': 27}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,296] Trial 59 finished with value: 1129.58 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,305] Trial 60 finished with value: 980.48 and parameters: {'ema1_period': 23, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,312] Trial 61 finished with value: 1059.38 and parameters: {'ema1_period': 14, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,319] Trial 62 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,325] Trial 63 finished with value: 1007.28 and parameters: {'ema1_period': 15, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,332] Trial 64 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,339] Trial 65 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,349] Trial 66 finished with value: 1033.28 and parameters: {'ema1_period': 7, 'ema2_period': 24}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,361] Trial 67 finished with value: 992.48 and parameters: {'ema1_period': 10, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,372] Trial 68 finished with value: 834.98 and parameters: {'ema1_period': 9, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,383] Trial 69 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,391] Trial 70 finished with value: 840.38 and parameters: {'ema1_period': 11, 'ema2_period': 26}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,398] Trial 71 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,405] Trial 72 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,412] Trial 73 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,420] Trial 74 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,427] Trial 75 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,434] Trial 76 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,441] Trial 77 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,449] Trial 78 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,457] Trial 79 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,466] Trial 80 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,474] Trial 81 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,484] Trial 82 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,696] Trial 83 finished with value: 1118.58 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,707] Trial 84 finished with value: 1126.68 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,718] Trial 85 finished with value: 1116.68 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,726] Trial 86 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,733] Trial 87 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,741] Trial 88 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,749] Trial 89 finished with value: 968.08 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,757] Trial 90 finished with value: 1000.0 and parameters: {'ema1_period': 14, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,764] Trial 91 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,771] Trial 92 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,778] Trial 93 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,786] Trial 94 finished with value: 1118.58 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,795] Trial 95 finished with value: 1116.58 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,806] Trial 96 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,818] Trial 97 finished with value: 1070.18 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,830] Trial 98 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,841] Trial 99 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,848] Trial 100 finished with value: 813.68 and parameters: {'ema1_period': 16, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,856] Trial 101 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,864] Trial 102 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,871] Trial 103 finished with value: 987.48 and parameters: {'ema1_period': 19, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,879] Trial 104 finished with value: 1006.98 and parameters: {'ema1_period': 17, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,886] Trial 105 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,894] Trial 106 finished with value: 1049.28 and parameters: {'ema1_period': 18, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,904] Trial 107 finished with value: 1158.28 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,913] Trial 108 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,921] Trial 109 finished with value: 1000.0 and parameters: {'ema1_period': 14, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,929] Trial 110 finished with value: 992.78 and parameters: {'ema1_period': 12, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,937] Trial 111 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,944] Trial 112 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,952] Trial 113 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,960] Trial 114 finished with value: 968.08 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,967] Trial 115 finished with value: 1056.08 and parameters: {'ema1_period': 17, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,975] Trial 116 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,982] Trial 117 finished with value: 942.88 and parameters: {'ema1_period': 21, 'ema2_period': 38}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:44,994] Trial 118 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,005] Trial 119 finished with value: 1055.88 and parameters: {'ema1_period': 16, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,017] Trial 120 finished with value: 950.58 and parameters: {'ema1_period': 8, 'ema2_period': 46}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,025] Trial 121 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,032] Trial 122 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,040] Trial 123 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,047] Trial 124 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,055] Trial 125 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,063] Trial 126 finished with value: 1007.38 and parameters: {'ema1_period': 18, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,072] Trial 127 finished with value: 849.68 and parameters: {'ema1_period': 12, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,081] Trial 128 finished with value: 1030.28 and parameters: {'ema1_period': 20, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,090] Trial 129 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,098] Trial 130 finished with value: 944.08 and parameters: {'ema1_period': 15, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,106] Trial 131 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,320] Trial 132 finished with value: 830.18 and parameters: {'ema1_period': 9, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,334] Trial 133 finished with value: 1116.68 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,343] Trial 134 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,351] Trial 135 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,359] Trial 136 finished with value: 924.18 and parameters: {'ema1_period': 13, 'ema2_period': 43}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,366] Trial 137 finished with value: 1059.08 and parameters: {'ema1_period': 17, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,374] Trial 138 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,382] Trial 139 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,390] Trial 140 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,401] Trial 141 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,413] Trial 142 finished with value: 1126.68 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,422] Trial 143 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,430] Trial 144 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,438] Trial 145 finished with value: 1059.38 and parameters: {'ema1_period': 14, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,446] Trial 146 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,454] Trial 147 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,463] Trial 148 finished with value: 987.48 and parameters: {'ema1_period': 19, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,475] Trial 149 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,484] Trial 150 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,493] Trial 151 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,502] Trial 152 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,511] Trial 153 finished with value: 1080.18 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,519] Trial 154 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,527] Trial 155 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,535] Trial 156 finished with value: 1007.98 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,543] Trial 157 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,551] Trial 158 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,559] Trial 159 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,568] Trial 160 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,577] Trial 161 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,585] Trial 162 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,594] Trial 163 finished with value: 919.78 and parameters: {'ema1_period': 18, 'ema2_period': 20}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,604] Trial 164 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,614] Trial 165 finished with value: 811.78 and parameters: {'ema1_period': 16, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,624] Trial 166 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,633] Trial 167 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,643] Trial 168 finished with value: 850.58 and parameters: {'ema1_period': 17, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,652] Trial 169 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,661] Trial 170 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,670] Trial 171 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,679] Trial 172 finished with value: 1000.0 and parameters: {'ema1_period': 17, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,688] Trial 173 finished with value: 1000.0 and parameters: {'ema1_period': 18, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,696] Trial 174 finished with value: 919.78 and parameters: {'ema1_period': 18, 'ema2_period': 20}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,705] Trial 175 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,713] Trial 176 finished with value: 850.58 and parameters: {'ema1_period': 17, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,721] Trial 177 finished with value: 1000.0 and parameters: {'ema1_period': 18, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,729] Trial 178 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,738] Trial 179 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,746] Trial 180 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,756] Trial 181 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,766] Trial 182 finished with value: 981.78 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,776] Trial 183 finished with value: 811.78 and parameters: {'ema1_period': 16, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,784] Trial 184 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,793] Trial 185 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,801] Trial 186 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,809] Trial 187 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,818] Trial 188 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,827] Trial 189 finished with value: 1118.58 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,836] Trial 190 finished with value: 900.08 and parameters: {'ema1_period': 18, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,845] Trial 191 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,853] Trial 192 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,862] Trial 193 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,872] Trial 194 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,880] Trial 195 finished with value: 992.58 and parameters: {'ema1_period': 13, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,889] Trial 196 finished with value: 1000.0 and parameters: {'ema1_period': 15, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,899] Trial 197 finished with value: 949.98 and parameters: {'ema1_period': 6, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,907] Trial 198 finished with value: 960.38 and parameters: {'ema1_period': 11, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,916] Trial 199 finished with value: 816.08 and parameters: {'ema1_period': 9, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,925] Trial 200 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,933] Trial 201 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,942] Trial 202 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,952] Trial 203 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,962] Trial 204 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,973] Trial 205 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,982] Trial 206 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:45,992] Trial 207 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,000] Trial 208 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,011] Trial 209 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,020] Trial 210 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,032] Trial 211 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,042] Trial 212 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,051] Trial 213 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,061] Trial 214 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,070] Trial 215 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,079] Trial 216 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,090] Trial 217 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,099] Trial 218 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,108] Trial 219 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,118] Trial 220 finished with value: 953.68 and parameters: {'ema1_period': 20, 'ema2_period': 34}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,128] Trial 221 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,139] Trial 222 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,152] Trial 223 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,167] Trial 224 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,178] Trial 225 finished with value: 987.48 and parameters: {'ema1_period': 19, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,189] Trial 226 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,199] Trial 227 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,208] Trial 228 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,217] Trial 229 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,227] Trial 230 finished with value: 1116.58 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,237] Trial 231 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,249] Trial 232 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,261] Trial 233 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,273] Trial 234 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,283] Trial 235 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,294] Trial 236 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,310] Trial 237 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,319] Trial 238 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,505] Trial 239 finished with value: 970.68 and parameters: {'ema1_period': 19, 'ema2_period': 50}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,515] Trial 240 finished with value: 987.48 and parameters: {'ema1_period': 19, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,525] Trial 241 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,534] Trial 242 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,544] Trial 243 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,554] Trial 244 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,563] Trial 245 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,572] Trial 246 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,581] Trial 247 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,591] Trial 248 finished with value: 1126.68 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,600] Trial 249 finished with value: 991.28 and parameters: {'ema1_period': 19, 'ema2_period': 31}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,609] Trial 250 finished with value: 990.58 and parameters: {'ema1_period': 13, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,618] Trial 251 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,629] Trial 252 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,639] Trial 253 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,651] Trial 254 finished with value: 971.48 and parameters: {'ema1_period': 22, 'ema2_period': 28}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,666] Trial 255 finished with value: 943.88 and parameters: {'ema1_period': 14, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,676] Trial 256 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,686] Trial 257 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,695] Trial 258 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,704] Trial 259 finished with value: 1116.58 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,715] Trial 260 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,726] Trial 261 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,737] Trial 262 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,746] Trial 263 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,755] Trial 264 finished with value: 904.78 and parameters: {'ema1_period': 19, 'ema2_period': 37}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,765] Trial 265 finished with value: 987.48 and parameters: {'ema1_period': 19, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,774] Trial 266 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,784] Trial 267 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,793] Trial 268 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,803] Trial 269 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,813] Trial 270 finished with value: 974.08 and parameters: {'ema1_period': 14, 'ema2_period': 41}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,823] Trial 271 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,833] Trial 272 finished with value: 1080.18 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,842] Trial 273 finished with value: 919.58 and parameters: {'ema1_period': 10, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,852] Trial 274 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,861] Trial 275 finished with value: 1090.18 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,871] Trial 276 finished with value: 825.88 and parameters: {'ema1_period': 8, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,881] Trial 277 finished with value: 813.68 and parameters: {'ema1_period': 15, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,892] Trial 278 finished with value: 939.58 and parameters: {'ema1_period': 12, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,903] Trial 279 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,914] Trial 280 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,924] Trial 281 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,934] Trial 282 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,943] Trial 283 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,953] Trial 284 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,968] Trial 285 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,985] Trial 286 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:46,999] Trial 287 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,012] Trial 288 finished with value: 992.58 and parameters: {'ema1_period': 13, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,022] Trial 289 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,033] Trial 290 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,043] Trial 291 finished with value: 854.68 and parameters: {'ema1_period': 7, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,052] Trial 292 finished with value: 987.48 and parameters: {'ema1_period': 19, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,063] Trial 293 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,074] Trial 294 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,089] Trial 295 finished with value: 960.38 and parameters: {'ema1_period': 11, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,102] Trial 296 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,114] Trial 297 finished with value: 968.08 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,124] Trial 298 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,134] Trial 299 finished with value: 1020.08 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,144] Trial 300 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,155] Trial 301 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,166] Trial 302 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,176] Trial 303 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,186] Trial 304 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,196] Trial 305 finished with value: 1049.28 and parameters: {'ema1_period': 18, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,206] Trial 306 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,216] Trial 307 finished with value: 980.88 and parameters: {'ema1_period': 20, 'ema2_period': 24}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,226] Trial 308 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,237] Trial 309 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,249] Trial 310 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,260] Trial 311 finished with value: 1000.0 and parameters: {'ema1_period': 19, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,271] Trial 312 finished with value: 811.78 and parameters: {'ema1_period': 16, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,281] Trial 313 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,292] Trial 314 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,303] Trial 315 finished with value: 992.68 and parameters: {'ema1_period': 14, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,313] Trial 316 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,323] Trial 317 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,335] Trial 318 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,346] Trial 319 finished with value: 991.78 and parameters: {'ema1_period': 10, 'ema2_period': 21}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,357] Trial 320 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,367] Trial 321 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,377] Trial 322 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,387] Trial 323 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,397] Trial 324 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,407] Trial 325 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,419] Trial 326 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,430] Trial 327 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,440] Trial 328 finished with value: 1010.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,451] Trial 329 finished with value: 968.08 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,461] Trial 330 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,471] Trial 331 finished with value: 980.68 and parameters: {'ema1_period': 12, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,481] Trial 332 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,491] Trial 333 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,503] Trial 334 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,514] Trial 335 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,525] Trial 336 finished with value: 968.08 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,535] Trial 337 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,546] Trial 338 finished with value: 1030.28 and parameters: {'ema1_period': 20, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,559] Trial 339 finished with value: 1168.68 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,570] Trial 340 finished with value: 1070.08 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,582] Trial 341 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,593] Trial 342 finished with value: 1148.58 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,605] Trial 343 finished with value: 1070.18 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,615] Trial 344 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,626] Trial 345 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,636] Trial 346 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,647] Trial 347 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,658] Trial 348 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,668] Trial 349 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,680] Trial 350 finished with value: 1059.38 and parameters: {'ema1_period': 14, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,694] Trial 351 finished with value: 816.08 and parameters: {'ema1_period': 9, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,706] Trial 352 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,719] Trial 353 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,730] Trial 354 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,742] Trial 355 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,753] Trial 356 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,764] Trial 357 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,776] Trial 358 finished with value: 999.08 and parameters: {'ema1_period': 24, 'ema2_period': 20}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,787] Trial 359 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,798] Trial 360 finished with value: 863.18 and parameters: {'ema1_period': 15, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,809] Trial 361 finished with value: 992.58 and parameters: {'ema1_period': 13, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,820] Trial 362 finished with value: 879.98 and parameters: {'ema1_period': 5, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,831] Trial 363 finished with value: 1020.28 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,842] Trial 364 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,854] Trial 365 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,865] Trial 366 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,876] Trial 367 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,887] Trial 368 finished with value: 1168.68 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,897] Trial 369 finished with value: 1090.28 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,908] Trial 370 finished with value: 841.68 and parameters: {'ema1_period': 21, 'ema2_period': 26}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,920] Trial 371 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,937] Trial 372 finished with value: 980.58 and parameters: {'ema1_period': 22, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,950] Trial 373 finished with value: 1168.68 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,961] Trial 374 finished with value: 1148.58 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:47,972] Trial 375 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,164] Trial 376 finished with value: 960.98 and parameters: {'ema1_period': 21, 'ema2_period': 30}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,182] Trial 377 finished with value: 1010.18 and parameters: {'ema1_period': 22, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,195] Trial 378 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,206] Trial 379 finished with value: 1007.98 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,217] Trial 380 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,228] Trial 381 finished with value: 940.88 and parameters: {'ema1_period': 11, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,239] Trial 382 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,253] Trial 383 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,270] Trial 384 finished with value: 863.28 and parameters: {'ema1_period': 14, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,284] Trial 385 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,296] Trial 386 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,308] Trial 387 finished with value: 968.08 and parameters: {'ema1_period': 20, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,319] Trial 388 finished with value: 942.88 and parameters: {'ema1_period': 7, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,330] Trial 389 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,343] Trial 390 finished with value: 904.68 and parameters: {'ema1_period': 22, 'ema2_period': 35}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,359] Trial 391 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,375] Trial 392 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,386] Trial 393 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,397] Trial 394 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,409] Trial 395 finished with value: 1000.0 and parameters: {'ema1_period': 18, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,420] Trial 396 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,433] Trial 397 finished with value: 1000.0 and parameters: {'ema1_period': 19, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,451] Trial 398 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,466] Trial 399 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,478] Trial 400 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,490] Trial 401 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,501] Trial 402 finished with value: 992.58 and parameters: {'ema1_period': 13, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,513] Trial 403 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,530] Trial 404 finished with value: 1000.0 and parameters: {'ema1_period': 18, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,548] Trial 405 finished with value: 1000.0 and parameters: {'ema1_period': 16, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,559] Trial 406 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,571] Trial 407 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,587] Trial 408 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,599] Trial 409 finished with value: 1000.0 and parameters: {'ema1_period': 19, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,613] Trial 410 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,628] Trial 411 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,645] Trial 412 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,662] Trial 413 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,860] Trial 414 finished with value: 976.88 and parameters: {'ema1_period': 15, 'ema2_period': 44}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,873] Trial 415 finished with value: 834.98 and parameters: {'ema1_period': 9, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,884] Trial 416 finished with value: 859.38 and parameters: {'ema1_period': 10, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,896] Trial 417 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,907] Trial 418 finished with value: 971.28 and parameters: {'ema1_period': 18, 'ema2_period': 33}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,925] Trial 419 finished with value: 981.38 and parameters: {'ema1_period': 20, 'ema2_period': 28}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,942] Trial 420 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,953] Trial 421 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,965] Trial 422 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,977] Trial 423 finished with value: 943.88 and parameters: {'ema1_period': 14, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:48,988] Trial 424 finished with value: 1006.98 and parameters: {'ema1_period': 17, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,001] Trial 425 finished with value: 909.18 and parameters: {'ema1_period': 18, 'ema2_period': 48}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,020] Trial 426 finished with value: 1090.28 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,035] Trial 427 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,047] Trial 428 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,059] Trial 429 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,071] Trial 430 finished with value: 1070.18 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,082] Trial 431 finished with value: 825.88 and parameters: {'ema1_period': 8, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,100] Trial 432 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,119] Trial 433 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,131] Trial 434 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,143] Trial 435 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,160] Trial 436 finished with value: 1007.38 and parameters: {'ema1_period': 18, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,175] Trial 437 finished with value: 912.08 and parameters: {'ema1_period': 13, 'ema2_period': 41}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,192] Trial 438 finished with value: 999.38 and parameters: {'ema1_period': 19, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,211] Trial 439 finished with value: 851.58 and parameters: {'ema1_period': 15, 'ema2_period': 20}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,223] Trial 440 finished with value: 1018.18 and parameters: {'ema1_period': 16, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,235] Trial 441 finished with value: 1080.18 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,246] Trial 442 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,258] Trial 443 finished with value: 1166.28 and parameters: {'ema1_period': 17, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,270] Trial 444 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,289] Trial 445 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,306] Trial 446 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,318] Trial 447 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,330] Trial 448 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,342] Trial 449 finished with value: 829.48 and parameters: {'ema1_period': 11, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,354] Trial 450 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,368] Trial 451 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,382] Trial 452 finished with value: 1000.0 and parameters: {'ema1_period': 19, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,396] Trial 453 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,408] Trial 454 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,420] Trial 455 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,433] Trial 456 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,444] Trial 457 finished with value: 1080.18 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,459] Trial 458 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,480] Trial 459 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,493] Trial 460 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,505] Trial 461 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,522] Trial 462 finished with value: 1000.88 and parameters: {'ema1_period': 19, 'ema2_period': 25}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,537] Trial 463 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,552] Trial 464 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,571] Trial 465 finished with value: 1000.0 and parameters: {'ema1_period': 18, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,584] Trial 466 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,597] Trial 467 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,609] Trial 468 finished with value: 851.38 and parameters: {'ema1_period': 14, 'ema2_period': 21}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,622] Trial 469 finished with value: 1116.68 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,634] Trial 470 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,654] Trial 471 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,676] Trial 472 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,690] Trial 473 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,703] Trial 474 finished with value: 1080.18 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,716] Trial 475 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,729] Trial 476 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,744] Trial 477 finished with value: 924.48 and parameters: {'ema1_period': 18, 'ema2_period': 39}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,758] Trial 478 finished with value: 1148.58 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,771] Trial 479 finished with value: 1000.0 and parameters: {'ema1_period': 17, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,783] Trial 480 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,795] Trial 481 finished with value: 940.58 and parameters: {'ema1_period': 13, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,808] Trial 482 finished with value: 959.18 and parameters: {'ema1_period': 25, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,820] Trial 483 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,834] Trial 484 finished with value: 1030.28 and parameters: {'ema1_period': 20, 'ema2_period': 19}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,847] Trial 485 finished with value: 1167.88 and parameters: {'ema1_period': 18, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,863] Trial 486 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,877] Trial 487 finished with value: 1126.68 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,890] Trial 488 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,903] Trial 489 finished with value: 981.78 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,915] Trial 490 finished with value: 992.78 and parameters: {'ema1_period': 12, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,930] Trial 491 finished with value: 1116.68 and parameters: {'ema1_period': 18, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,943] Trial 492 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,956] Trial 493 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,969] Trial 494 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,981] Trial 495 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:49,994] Trial 496 finished with value: 1080.18 and parameters: {'ema1_period': 20, 'ema2_period': 18}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,009] Trial 497 finished with value: 1166.28 and parameters: {'ema1_period': 18, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,028] Trial 498 finished with value: 1168.28 and parameters: {'ema1_period': 19, 'ema2_period': 15}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,042] Trial 499 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,055] Trial 500 finished with value: 919.98 and parameters: {'ema1_period': 15, 'ema2_period': 24}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,068] Trial 501 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,080] Trial 502 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,096] Trial 503 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,116] Trial 504 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,130] Trial 505 finished with value: 1158.28 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,142] Trial 506 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,155] Trial 507 finished with value: 999.88 and parameters: {'ema1_period': 11, 'ema2_period': 32}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,173] Trial 508 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,191] Trial 509 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,211] Trial 510 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,224] Trial 511 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,237] Trial 512 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,250] Trial 513 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,263] Trial 514 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,279] Trial 515 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,299] Trial 516 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,312] Trial 517 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,325] Trial 518 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,338] Trial 519 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,351] Trial 520 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,374] Trial 521 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,395] Trial 522 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,410] Trial 523 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,424] Trial 524 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,437] Trial 525 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,450] Trial 526 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,464] Trial 527 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,478] Trial 528 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,492] Trial 529 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,509] Trial 530 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,523] Trial 531 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,537] Trial 532 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,549] Trial 533 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,564] Trial 534 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,578] Trial 535 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,592] Trial 536 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,605] Trial 537 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,618] Trial 538 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,631] Trial 539 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,644] Trial 540 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,658] Trial 541 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,672] Trial 542 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,685] Trial 543 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,699] Trial 544 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,712] Trial 545 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,725] Trial 546 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,740] Trial 547 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,757] Trial 548 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,771] Trial 549 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,785] Trial 550 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,800] Trial 551 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,819] Trial 552 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,834] Trial 553 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,850] Trial 554 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,865] Trial 555 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,879] Trial 556 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,894] Trial 557 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,909] Trial 558 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,924] Trial 559 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,940] Trial 560 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,954] Trial 561 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,968] Trial 562 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,982] Trial 563 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:50,996] Trial 564 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,011] Trial 565 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,026] Trial 566 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,041] Trial 567 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,055] Trial 568 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,069] Trial 569 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,084] Trial 570 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,099] Trial 571 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,117] Trial 572 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,135] Trial 573 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,150] Trial 574 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,166] Trial 575 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,185] Trial 576 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,202] Trial 577 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,227] Trial 578 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,244] Trial 579 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,259] Trial 580 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,275] Trial 581 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,291] Trial 582 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,309] Trial 583 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,324] Trial 584 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,339] Trial 585 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,355] Trial 586 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,369] Trial 587 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,386] Trial 588 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,401] Trial 589 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,416] Trial 590 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,433] Trial 591 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,459] Trial 592 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,480] Trial 593 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,497] Trial 594 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,512] Trial 595 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,532] Trial 596 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,551] Trial 597 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,570] Trial 598 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,587] Trial 599 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,604] Trial 600 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,620] Trial 601 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,639] Trial 602 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,656] Trial 603 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,672] Trial 604 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,688] Trial 605 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,703] Trial 606 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,722] Trial 607 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,738] Trial 608 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,753] Trial 609 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,768] Trial 610 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,782] Trial 611 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,802] Trial 612 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,830] Trial 613 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,848] Trial 614 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,862] Trial 615 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,877] Trial 616 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,891] Trial 617 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,915] Trial 618 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,932] Trial 619 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,948] Trial 620 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,962] Trial 621 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:51,977] Trial 622 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,001] Trial 623 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,022] Trial 624 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,038] Trial 625 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,061] Trial 626 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,080] Trial 627 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,102] Trial 628 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,122] Trial 629 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,136] Trial 630 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,152] Trial 631 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,168] Trial 632 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,186] Trial 633 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,207] Trial 634 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,221] Trial 635 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,235] Trial 636 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,249] Trial 637 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,264] Trial 638 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,288] Trial 639 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,306] Trial 640 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,321] Trial 641 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,335] Trial 642 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,349] Trial 643 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,368] Trial 644 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,389] Trial 645 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,403] Trial 646 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,418] Trial 647 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,432] Trial 648 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,452] Trial 649 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,475] Trial 650 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,491] Trial 651 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,506] Trial 652 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,520] Trial 653 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,535] Trial 654 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,559] Trial 655 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,575] Trial 656 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,590] Trial 657 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,604] Trial 658 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,618] Trial 659 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,640] Trial 660 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,659] Trial 661 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,673] Trial 662 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,688] Trial 663 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,702] Trial 664 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,726] Trial 665 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,748] Trial 666 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,764] Trial 667 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,779] Trial 668 finished with value: 940.68 and parameters: {'ema1_period': 11, 'ema2_period': 36}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,794] Trial 669 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,818] Trial 670 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,839] Trial 671 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,858] Trial 672 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,875] Trial 673 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,893] Trial 674 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,915] Trial 675 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,932] Trial 676 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,953] Trial 677 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,970] Trial 678 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:52,990] Trial 679 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,007] Trial 680 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,023] Trial 681 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,039] Trial 682 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,057] Trial 683 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,077] Trial 684 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,096] Trial 685 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,112] Trial 686 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,128] Trial 687 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,143] Trial 688 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,160] Trial 689 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,184] Trial 690 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,203] Trial 691 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,219] Trial 692 finished with value: 959.58 and parameters: {'ema1_period': 6, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,234] Trial 693 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,250] Trial 694 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,274] Trial 695 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,294] Trial 696 finished with value: 872.58 and parameters: {'ema1_period': 11, 'ema2_period': 46}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,310] Trial 697 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,325] Trial 698 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,341] Trial 699 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,366] Trial 700 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,386] Trial 701 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,402] Trial 702 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,418] Trial 703 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,432] Trial 704 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,449] Trial 705 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,466] Trial 706 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,481] Trial 707 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,496] Trial 708 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,512] Trial 709 finished with value: 953.18 and parameters: {'ema1_period': 8, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,527] Trial 710 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,544] Trial 711 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,560] Trial 712 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,575] Trial 713 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,590] Trial 714 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,608] Trial 715 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,633] Trial 716 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,657] Trial 717 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,673] Trial 718 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,688] Trial 719 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,703] Trial 720 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,722] Trial 721 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,745] Trial 722 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,760] Trial 723 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,775] Trial 724 finished with value: 1000.0 and parameters: {'ema1_period': 13, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,790] Trial 725 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,808] Trial 726 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,831] Trial 727 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,845] Trial 728 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,860] Trial 729 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,875] Trial 730 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,890] Trial 731 finished with value: 851.68 and parameters: {'ema1_period': 11, 'ema2_period': 23}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,917] Trial 732 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,934] Trial 733 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,949] Trial 734 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,964] Trial 735 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:53,982] Trial 736 finished with value: 1021.38 and parameters: {'ema1_period': 12, 'ema2_period': 50}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,004] Trial 737 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,021] Trial 738 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,036] Trial 739 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,051] Trial 740 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,066] Trial 741 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,090] Trial 742 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,107] Trial 743 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,122] Trial 744 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,137] Trial 745 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,152] Trial 746 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,174] Trial 747 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,195] Trial 748 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,210] Trial 749 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,225] Trial 750 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,240] Trial 751 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,260] Trial 752 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,282] Trial 753 finished with value: 951.48 and parameters: {'ema1_period': 11, 'ema2_period': 42}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,297] Trial 754 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,312] Trial 755 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,327] Trial 756 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,353] Trial 757 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,377] Trial 758 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,396] Trial 759 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,412] Trial 760 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,428] Trial 761 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,444] Trial 762 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,463] Trial 763 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,479] Trial 764 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,495] Trial 765 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,510] Trial 766 finished with value: 1010.68 and parameters: {'ema1_period': 5, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,526] Trial 767 finished with value: 1009.68 and parameters: {'ema1_period': 13, 'ema2_period': 30}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,543] Trial 768 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,559] Trial 769 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,574] Trial 770 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,590] Trial 771 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,606] Trial 772 finished with value: 830.18 and parameters: {'ema1_period': 9, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,622] Trial 773 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,639] Trial 774 finished with value: 831.28 and parameters: {'ema1_period': 10, 'ema2_period': 27}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,655] Trial 775 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,671] Trial 776 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,686] Trial 777 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,710] Trial 778 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,732] Trial 779 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,748] Trial 780 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,764] Trial 781 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,781] Trial 782 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,799] Trial 783 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,816] Trial 784 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,833] Trial 785 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,849] Trial 786 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,865] Trial 787 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,884] Trial 788 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,901] Trial 789 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,917] Trial 790 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,933] Trial 791 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,949] Trial 792 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,975] Trial 793 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:54,995] Trial 794 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,012] Trial 795 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,028] Trial 796 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,049] Trial 797 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,072] Trial 798 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,090] Trial 799 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,107] Trial 800 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,125] Trial 801 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,151] Trial 802 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,172] Trial 803 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,189] Trial 804 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,205] Trial 805 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,388] Trial 806 finished with value: 949.98 and parameters: {'ema1_period': 10, 'ema2_period': 38}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,410] Trial 807 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,432] Trial 808 finished with value: 959.98 and parameters: {'ema1_period': 12, 'ema2_period': 28}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,449] Trial 809 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,466] Trial 810 finished with value: 889.68 and parameters: {'ema1_period': 7, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,482] Trial 811 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,510] Trial 812 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,526] Trial 813 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,543] Trial 814 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,559] Trial 815 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,579] Trial 816 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,603] Trial 817 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,619] Trial 818 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,635] Trial 819 finished with value: 981.38 and parameters: {'ema1_period': 13, 'ema2_period': 34}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,651] Trial 820 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,674] Trial 821 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,699] Trial 822 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,715] Trial 823 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,732] Trial 824 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,748] Trial 825 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,771] Trial 826 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,789] Trial 827 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,805] Trial 828 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,822] Trial 829 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,838] Trial 830 finished with value: 820.28 and parameters: {'ema1_period': 12, 'ema2_period': 25}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,865] Trial 831 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,883] Trial 832 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,900] Trial 833 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,916] Trial 834 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,934] Trial 835 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,962] Trial 836 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,980] Trial 837 finished with value: 993.38 and parameters: {'ema1_period': 12, 'ema2_period': 49}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:55,996] Trial 838 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,012] Trial 839 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,029] Trial 840 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,055] Trial 841 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,072] Trial 842 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,088] Trial 843 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,104] Trial 844 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,122] Trial 845 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,149] Trial 846 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,167] Trial 847 finished with value: 849.68 and parameters: {'ema1_period': 12, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,185] Trial 848 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,204] Trial 849 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,224] Trial 850 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,251] Trial 851 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,269] Trial 852 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,286] Trial 853 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,302] Trial 854 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,323] Trial 855 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,350] Trial 856 finished with value: 923.58 and parameters: {'ema1_period': 8, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,366] Trial 857 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,383] Trial 858 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,399] Trial 859 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,418] Trial 860 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,443] Trial 861 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,460] Trial 862 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,477] Trial 863 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,496] Trial 864 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,520] Trial 865 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,543] Trial 866 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,560] Trial 867 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,577] Trial 868 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,594] Trial 869 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,621] Trial 870 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,641] Trial 871 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,658] Trial 872 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,675] Trial 873 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,695] Trial 874 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,720] Trial 875 finished with value: 979.58 and parameters: {'ema1_period': 11, 'ema2_period': 31}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,737] Trial 876 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,755] Trial 877 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,771] Trial 878 finished with value: 900.58 and parameters: {'ema1_period': 6, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,797] Trial 879 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,819] Trial 880 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,837] Trial 881 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,855] Trial 882 finished with value: 933.58 and parameters: {'ema1_period': 11, 'ema2_period': 44}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,877] Trial 883 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,902] Trial 884 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,918] Trial 885 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,935] Trial 886 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,952] Trial 887 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:56,980] Trial 888 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,001] Trial 889 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,021] Trial 890 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,039] Trial 891 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,061] Trial 892 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,087] Trial 893 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,105] Trial 894 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,122] Trial 895 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,139] Trial 896 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,166] Trial 897 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,189] Trial 898 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,207] Trial 899 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,224] Trial 900 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,248] Trial 901 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,271] Trial 902 finished with value: 849.68 and parameters: {'ema1_period': 12, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,288] Trial 903 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,305] Trial 904 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,326] Trial 905 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,356] Trial 906 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,374] Trial 907 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,392] Trial 908 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,412] Trial 909 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,439] Trial 910 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,463] Trial 911 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,482] Trial 912 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,500] Trial 913 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,521] Trial 914 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,549] Trial 915 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,567] Trial 916 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,585] Trial 917 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,603] Trial 918 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,624] Trial 919 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,649] Trial 920 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,668] Trial 921 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,686] Trial 922 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,711] Trial 923 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,737] Trial 924 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,757] Trial 925 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,778] Trial 926 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,801] Trial 927 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,827] Trial 928 finished with value: 883.18 and parameters: {'ema1_period': 11, 'ema2_period': 22}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,846] Trial 929 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,865] Trial 930 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,883] Trial 931 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,912] Trial 932 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,933] Trial 933 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,952] Trial 934 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,971] Trial 935 finished with value: 849.68 and parameters: {'ema1_period': 12, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:57,997] Trial 936 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,021] Trial 937 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,040] Trial 938 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,058] Trial 939 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,086] Trial 940 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,107] Trial 941 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,126] Trial 942 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,145] Trial 943 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,170] Trial 944 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,197] Trial 945 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,218] Trial 946 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,238] Trial 947 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,262] Trial 948 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,288] Trial 949 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,307] Trial 950 finished with value: 940.68 and parameters: {'ema1_period': 11, 'ema2_period': 36}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,326] Trial 951 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,345] Trial 952 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,368] Trial 953 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,388] Trial 954 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,407] Trial 955 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,427] Trial 956 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,449] Trial 957 finished with value: 1033.28 and parameters: {'ema1_period': 7, 'ema2_period': 24}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,473] Trial 958 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,497] Trial 959 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,517] Trial 960 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,536] Trial 961 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,559] Trial 962 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,590] Trial 963 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,617] Trial 964 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,639] Trial 965 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,661] Trial 966 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,681] Trial 967 finished with value: 912.48 and parameters: {'ema1_period': 10, 'ema2_period': 47}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,702] Trial 968 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,723] Trial 969 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,744] Trial 970 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,765] Trial 971 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,790] Trial 972 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,811] Trial 973 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:58,834] Trial 974 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,028] Trial 975 finished with value: 970.58 and parameters: {'ema1_period': 11, 'ema2_period': 39}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,052] Trial 976 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,072] Trial 977 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,096] Trial 978 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,117] Trial 979 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,137] Trial 980 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,157] Trial 981 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,179] Trial 982 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,205] Trial 983 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,226] Trial 984 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,246] Trial 985 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,268] Trial 986 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,289] Trial 987 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,308] Trial 988 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,328] Trial 989 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,347] Trial 990 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,370] Trial 991 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,564] Trial 992 finished with value: 969.28 and parameters: {'ema1_period': 15, 'ema2_period': 26}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,586] Trial 993 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,609] Trial 994 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,636] Trial 995 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,659] Trial 996 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,680] Trial 997 finished with value: 971.68 and parameters: {'ema1_period': 15, 'ema2_period': 32}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,701] Trial 998 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 8 with value: 1183.88.
[I 2024-06-14 12:49:59,724] Trial 999 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 8 with value: 1183.88.

In [3]:

study.best_params

study.best_params

Out[3]:

{'ema1_period': 14, 'ema2_period': 10}

Plot¶

In [4]:

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

In [5]:

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

Plot by Optuna¶

API

In [6]:

fig = optuna.visualization.plot_optimization_history(study)
fig.show()

fig = optuna.visualization.plot_optimization_history(study) fig.show()

In [7]:

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"])
fig.show()

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"]) fig.show()

Plot plotly¶

Tutorial

Init Plotly environment¶

In [8]:

import plotly.io as pio

pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"

import plotly.io as pio pio.renderers.default = "notebook" pio.templates.default = "plotly_dark"

In [9]:

study.trials

study.trials

Out[9]:

[FrozenTrial(number=0, state=1, values=[988.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 951791), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 956601), params={'ema1_period': 20, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=0, value=None),
 FrozenTrial(number=1, state=1, values=[1008.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 957533), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 958859), params={'ema1_period': 22, 'ema2_period': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=1, value=None),
 FrozenTrial(number=2, state=1, values=[981.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 959490), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 960489), params={'ema1_period': 12, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=2, value=None),
 FrozenTrial(number=3, state=1, values=[1116.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 961045), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 962027), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=3, value=None),
 FrozenTrial(number=4, state=1, values=[910.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 962620), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 963551), params={'ema1_period': 8, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=4, value=None),
 FrozenTrial(number=5, state=1, values=[953.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 964000), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 965084), params={'ema1_period': 14, 'ema2_period': 40}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=5, value=None),
 FrozenTrial(number=6, state=1, values=[921.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 965721), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 966643), params={'ema1_period': 18, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=6, value=None),
 FrozenTrial(number=7, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 967242), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 968203), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=7, value=None),
 FrozenTrial(number=8, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 968814), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 969664), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=8, value=None),
 FrozenTrial(number=9, state=1, values=[961.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 970258), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 41, 971139), params={'ema1_period': 6, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=9, value=None),
 FrozenTrial(number=10, state=1, values=[1158.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 41, 971697), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 195684), params={'ema1_period': 25, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=10, value=None),
 FrozenTrial(number=11, state=1, values=[1039.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 196623), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 395967), params={'ema1_period': 25, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=11, value=None),
 FrozenTrial(number=12, state=1, values=[899.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 397389), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 405846), params={'ema1_period': 16, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=12, value=None),
 FrozenTrial(number=13, state=1, values=[1158.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 406788), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 414357), params={'ema1_period': 25, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=13, value=None),
 FrozenTrial(number=14, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 415190), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 423481), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=14, value=None),
 FrozenTrial(number=15, state=1, values=[805.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 424324), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 429766), params={'ema1_period': 8, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=15, value=None),
 FrozenTrial(number=16, state=1, values=[941.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 430554), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 436084), params={'ema1_period': 23, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=16, value=None),
 FrozenTrial(number=17, state=1, values=[1055.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 437015), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 442312), params={'ema1_period': 16, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=17, value=None),
 FrozenTrial(number=18, state=1, values=[894.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 443069), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 702690), params={'ema1_period': 20, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=18, value=None),
 FrozenTrial(number=19, state=1, values=[879.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 704228), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 710194), params={'ema1_period': 14, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=19, value=None),
 FrozenTrial(number=20, state=1, values=[919.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 710880), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 716166), params={'ema1_period': 10, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=20, value=None),
 FrozenTrial(number=21, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 716747), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 854003), params={'ema1_period': 25, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=21, value=None),
 FrozenTrial(number=22, state=1, values=[919.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 855154), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 863565), params={'ema1_period': 23, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=22, value=None),
 FrozenTrial(number=23, state=1, values=[981.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 864168), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 869937), params={'ema1_period': 21, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=23, value=None),
 FrozenTrial(number=24, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 870544), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 42, 876203), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=24, value=None),
 FrozenTrial(number=25, state=1, values=[1020.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 42, 876793), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 71240), params={'ema1_period': 18, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=25, value=None),
 FrozenTrial(number=26, state=1, values=[894.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 72091), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 78381), params={'ema1_period': 20, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=26, value=None),
 FrozenTrial(number=27, state=1, values=[1158.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 79001), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 84627), params={'ema1_period': 25, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=27, value=None),
 FrozenTrial(number=28, state=1, values=[874.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 85311), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 91052), params={'ema1_period': 23, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=28, value=None),
 FrozenTrial(number=29, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 91681), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 97503), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=29, value=None),
 FrozenTrial(number=30, state=1, values=[813.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 98161), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 104093), params={'ema1_period': 16, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=30, value=None),
 FrozenTrial(number=31, state=1, values=[1158.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 104798), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 113546), params={'ema1_period': 25, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=31, value=None),
 FrozenTrial(number=32, state=1, values=[821.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 114117), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 123517), params={'ema1_period': 22, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=32, value=None),
 FrozenTrial(number=33, state=1, values=[1010.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 124177), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 133203), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=33, value=None),
 FrozenTrial(number=34, state=1, values=[981.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 133983), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 141748), params={'ema1_period': 24, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=34, value=None),
 FrozenTrial(number=35, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 142415), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 148602), params={'ema1_period': 24, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=35, value=None),
 FrozenTrial(number=36, state=1, values=[991.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 149293), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 155427), params={'ema1_period': 18, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=36, value=None),
 FrozenTrial(number=37, state=1, values=[981.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 156088), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 162103), params={'ema1_period': 13, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=37, value=None),
 FrozenTrial(number=38, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 162787), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 168615), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=38, value=None),
 FrozenTrial(number=39, state=1, values=[961.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 169214), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 358536), params={'ema1_period': 21, 'ema2_period': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=39, value=None),
 FrozenTrial(number=40, state=1, values=[903.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 359388), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 365884), params={'ema1_period': 19, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=40, value=None),
 FrozenTrial(number=41, state=1, values=[1049.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 366513), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 569652), params={'ema1_period': 25, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=41, value=None),
 FrozenTrial(number=42, state=1, values=[1049.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 570776), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 580632), params={'ema1_period': 25, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=42, value=None),
 FrozenTrial(number=43, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 581335), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 591332), params={'ema1_period': 24, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=43, value=None),
 FrozenTrial(number=44, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 591984), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 598159), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=44, value=None),
 FrozenTrial(number=45, state=1, values=[910.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 598788), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 790115), params={'ema1_period': 25, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=45, value=None),
 FrozenTrial(number=46, state=1, values=[840.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 790955), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 797715), params={'ema1_period': 5, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=46, value=None),
 FrozenTrial(number=47, state=1, values=[909.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 798314), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 804606), params={'ema1_period': 15, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=47, value=None),
 FrozenTrial(number=48, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 805178), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 811495), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=48, value=None),
 FrozenTrial(number=49, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 811955), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 818391), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=49, value=None),
 FrozenTrial(number=50, state=1, values=[1059.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 818977), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 827105), params={'ema1_period': 17, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=50, value=None),
 FrozenTrial(number=51, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 827836), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 837633), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=51, value=None),
 FrozenTrial(number=52, state=1, values=[959.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 838267), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 43, 845106), params={'ema1_period': 23, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=52, value=None),
 FrozenTrial(number=53, state=1, values=[883.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 43, 845751), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 44576), params={'ema1_period': 25, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=53, value=None),
 FrozenTrial(number=54, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 45518), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 52296), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=54, value=None),
 FrozenTrial(number=55, state=1, values=[959.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 52803), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 59124), params={'ema1_period': 24, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=55, value=None),
 FrozenTrial(number=56, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 59609), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 65962), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=56, value=None),
 FrozenTrial(number=57, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 66461), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 72813), params={'ema1_period': 22, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=57, value=None),
 FrozenTrial(number=58, state=1, values=[820.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 73298), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 80360), params={'ema1_period': 11, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=58, value=None),
 FrozenTrial(number=59, state=1, values=[1129.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 81218), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 296799), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=59, value=None),
 FrozenTrial(number=60, state=1, values=[980.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 297687), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 305084), params={'ema1_period': 23, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=60, value=None),
 FrozenTrial(number=61, state=1, values=[1059.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 305758), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 312029), params={'ema1_period': 14, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=61, value=None),
 FrozenTrial(number=62, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 312580), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 318970), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=62, value=None),
 FrozenTrial(number=63, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 319500), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 325822), params={'ema1_period': 15, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=63, value=None),
 FrozenTrial(number=64, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 326359), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 332757), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=64, value=None),
 FrozenTrial(number=65, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 333335), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 339672), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=65, value=None),
 FrozenTrial(number=66, state=1, values=[1033.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 340569), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 349003), params={'ema1_period': 7, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=66, value=None),
 FrozenTrial(number=67, state=1, values=[992.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 350244), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 361470), params={'ema1_period': 10, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=67, value=None),
 FrozenTrial(number=68, state=1, values=[834.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 362422), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 372086), params={'ema1_period': 9, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=68, value=None),
 FrozenTrial(number=69, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 372942), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 383273), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=69, value=None),
 FrozenTrial(number=70, state=1, values=[840.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 384019), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 390935), params={'ema1_period': 11, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=70, value=None),
 FrozenTrial(number=71, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 391640), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 398382), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=71, value=None),
 FrozenTrial(number=72, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 399219), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 405819), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=72, value=None),
 FrozenTrial(number=73, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 406402), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 412920), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=73, value=None),
 FrozenTrial(number=74, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 413367), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 420001), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=74, value=None),
 FrozenTrial(number=75, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 420440), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 427178), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=75, value=None),
 FrozenTrial(number=76, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 427685), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 434407), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=76, value=None),
 FrozenTrial(number=77, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 434946), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 441596), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=77, value=None),
 FrozenTrial(number=78, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 442261), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 449440), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=78, value=None),
 FrozenTrial(number=79, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 450147), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 457062), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=79, value=None),
 FrozenTrial(number=80, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 457576), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 466047), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=80, value=None),
 FrozenTrial(number=81, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 466585), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 474431), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=81, value=None),
 FrozenTrial(number=82, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 475414), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 484383), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=82, value=None),
 FrozenTrial(number=83, state=1, values=[1118.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 485329), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 696040), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=83, value=None),
 FrozenTrial(number=84, state=1, values=[1126.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 697089), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 707622), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=84, value=None),
 FrozenTrial(number=85, state=1, values=[1116.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 708367), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 718720), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=85, value=None),
 FrozenTrial(number=86, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 719426), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 726335), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=86, value=None),
 FrozenTrial(number=87, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 726982), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 733695), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=87, value=None),
 FrozenTrial(number=88, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 734165), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 741087), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=88, value=None),
 FrozenTrial(number=89, state=1, values=[968.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 741626), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 749701), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=89, value=None),
 FrozenTrial(number=90, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 750418), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 757091), params={'ema1_period': 14, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=90, value=None),
 FrozenTrial(number=91, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 757669), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 764287), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=91, value=None),
 FrozenTrial(number=92, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 764871), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 771520), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=92, value=None),
 FrozenTrial(number=93, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 772064), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 778827), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=93, value=None),
 FrozenTrial(number=94, state=1, values=[1118.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 779377), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 786181), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=94, value=None),
 FrozenTrial(number=95, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 787084), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 795072), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=95, value=None),
 FrozenTrial(number=96, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 795837), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 806339), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=96, value=None),
 FrozenTrial(number=97, state=1, values=[1070.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 807190), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 818453), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=97, value=None),
 FrozenTrial(number=98, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 819290), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 830103), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=98, value=None),
 FrozenTrial(number=99, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 830890), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 841105), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=99, value=None),
 FrozenTrial(number=100, state=1, values=[813.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 841716), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 848736), params={'ema1_period': 16, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=100, value=None),
 FrozenTrial(number=101, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 849372), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 856432), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=101, value=None),
 FrozenTrial(number=102, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 857012), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 863979), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=102, value=None),
 FrozenTrial(number=103, state=1, values=[987.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 864524), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 871549), params={'ema1_period': 19, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=103, value=None),
 FrozenTrial(number=104, state=1, values=[1006.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 872126), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 879213), params={'ema1_period': 17, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=104, value=None),
 FrozenTrial(number=105, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 879774), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 886687), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=105, value=None),
 FrozenTrial(number=106, state=1, values=[1049.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 887206), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 894090), params={'ema1_period': 18, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=106, value=None),
 FrozenTrial(number=107, state=1, values=[1158.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 894550), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 904784), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=107, value=None),
 FrozenTrial(number=108, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 905485), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 913428), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=108, value=None),
 FrozenTrial(number=109, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 914081), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 921753), params={'ema1_period': 14, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=109, value=None),
 FrozenTrial(number=110, state=1, values=[992.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 922283), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 929735), params={'ema1_period': 12, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=110, value=None),
 FrozenTrial(number=111, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 930190), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 937248), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=111, value=None),
 FrozenTrial(number=112, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 937829), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 944753), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=112, value=None),
 FrozenTrial(number=113, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 945322), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 952298), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=113, value=None),
 FrozenTrial(number=114, state=1, values=[968.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 952747), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 960016), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=114, value=None),
 FrozenTrial(number=115, state=1, values=[1056.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 960390), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 967618), params={'ema1_period': 17, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=115, value=None),
 FrozenTrial(number=116, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 968050), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 975242), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=116, value=None),
 FrozenTrial(number=117, state=1, values=[942.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 975657), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 982834), params={'ema1_period': 21, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=117, value=None),
 FrozenTrial(number=118, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 983384), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 44, 994442), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=118, value=None),
 FrozenTrial(number=119, state=1, values=[1055.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 44, 995052), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 5806), params={'ema1_period': 16, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=119, value=None),
 FrozenTrial(number=120, state=1, values=[950.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 6416), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 17357), params={'ema1_period': 8, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=120, value=None),
 FrozenTrial(number=121, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 17856), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 25214), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=121, value=None),
 FrozenTrial(number=122, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 25706), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 32871), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=122, value=None),
 FrozenTrial(number=123, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 33429), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 40284), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=123, value=None),
 FrozenTrial(number=124, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 40774), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 47794), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=124, value=None),
 FrozenTrial(number=125, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 48276), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 55535), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=125, value=None),
 FrozenTrial(number=126, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 55993), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 63108), params={'ema1_period': 18, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=126, value=None),
 FrozenTrial(number=127, state=1, values=[849.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 63522), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 72297), params={'ema1_period': 12, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=127, value=None),
 FrozenTrial(number=128, state=1, values=[1030.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 73200), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 81448), params={'ema1_period': 20, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=128, value=None),
 FrozenTrial(number=129, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 82013), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 89960), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=129, value=None),
 FrozenTrial(number=130, state=1, values=[944.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 90503), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 98539), params={'ema1_period': 15, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=130, value=None),
 FrozenTrial(number=131, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 99047), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 106613), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=131, value=None),
 FrozenTrial(number=132, state=1, values=[830.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 107127), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 320640), params={'ema1_period': 9, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=132, value=None),
 FrozenTrial(number=133, state=1, values=[1116.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 321487), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 334435), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=133, value=None),
 FrozenTrial(number=134, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 335109), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 343248), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=134, value=None),
 FrozenTrial(number=135, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 343778), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 351256), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=135, value=None),
 FrozenTrial(number=136, state=1, values=[924.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 351795), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 358961), params={'ema1_period': 13, 'ema2_period': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=136, value=None),
 FrozenTrial(number=137, state=1, values=[1059.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 359447), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 366496), params={'ema1_period': 17, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=137, value=None),
 FrozenTrial(number=138, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 366822), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 374234), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=138, value=None),
 FrozenTrial(number=139, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 374732), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 381926), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=139, value=None),
 FrozenTrial(number=140, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 382277), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 389958), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=140, value=None),
 FrozenTrial(number=141, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 390444), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 401210), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=141, value=None),
 FrozenTrial(number=142, state=1, values=[1126.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 401878), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 413422), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=142, value=None),
 FrozenTrial(number=143, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 414285), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 422777), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=143, value=None),
 FrozenTrial(number=144, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 423293), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 430832), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=144, value=None),
 FrozenTrial(number=145, state=1, values=[1059.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 431372), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 438845), params={'ema1_period': 14, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=145, value=None),
 FrozenTrial(number=146, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 439351), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 446702), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=146, value=None),
 FrozenTrial(number=147, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 447205), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 454478), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=147, value=None),
 FrozenTrial(number=148, state=1, values=[987.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 454964), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 463235), params={'ema1_period': 19, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=148, value=None),
 FrozenTrial(number=149, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 464226), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 475115), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=149, value=None),
 FrozenTrial(number=150, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 475964), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 484349), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=150, value=None),
 FrozenTrial(number=151, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 485200), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 493649), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=151, value=None),
 FrozenTrial(number=152, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 494330), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 502288), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=152, value=None),
 FrozenTrial(number=153, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 502887), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 510987), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=153, value=None),
 FrozenTrial(number=154, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 511503), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 519099), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=154, value=None),
 FrozenTrial(number=155, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 519634), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 527345), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=155, value=None),
 FrozenTrial(number=156, state=1, values=[1007.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 527850), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 535298), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=156, value=None),
 FrozenTrial(number=157, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 536006), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 543396), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=157, value=None),
 FrozenTrial(number=158, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 543959), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 551326), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=158, value=None),
 FrozenTrial(number=159, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 551926), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 559338), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=159, value=None),
 FrozenTrial(number=160, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 559967), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 567888), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=160, value=None),
 FrozenTrial(number=161, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 568630), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 577062), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=161, value=None),
 FrozenTrial(number=162, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 577680), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 585553), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=162, value=None),
 FrozenTrial(number=163, state=1, values=[919.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 586246), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 594467), params={'ema1_period': 18, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=163, value=None),
 FrozenTrial(number=164, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 595044), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 604613), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=164, value=None),
 FrozenTrial(number=165, state=1, values=[811.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 605502), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 614660), params={'ema1_period': 16, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=165, value=None),
 FrozenTrial(number=166, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 615471), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 624388), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=166, value=None),
 FrozenTrial(number=167, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 625102), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 633555), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=167, value=None),
 FrozenTrial(number=168, state=1, values=[850.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 634202), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 643454), params={'ema1_period': 17, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=168, value=None),
 FrozenTrial(number=169, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 644213), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 652434), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=169, value=None),
 FrozenTrial(number=170, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 653006), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 661203), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=170, value=None),
 FrozenTrial(number=171, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 661843), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 670376), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=171, value=None),
 FrozenTrial(number=172, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 671196), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 679450), params={'ema1_period': 17, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=172, value=None),
 FrozenTrial(number=173, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 680062), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 688359), params={'ema1_period': 18, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=173, value=None),
 FrozenTrial(number=174, state=1, values=[919.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 688928), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 696822), params={'ema1_period': 18, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=174, value=None),
 FrozenTrial(number=175, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 697329), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 705056), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=175, value=None),
 FrozenTrial(number=176, state=1, values=[850.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 705596), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 713356), params={'ema1_period': 17, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=176, value=None),
 FrozenTrial(number=177, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 713833), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 721478), params={'ema1_period': 18, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=177, value=None),
 FrozenTrial(number=178, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 722069), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 729660), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=178, value=None),
 FrozenTrial(number=179, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 730201), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 737961), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=179, value=None),
 FrozenTrial(number=180, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 738462), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 746532), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=180, value=None),
 FrozenTrial(number=181, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 747016), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 756247), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=181, value=None),
 FrozenTrial(number=182, state=1, values=[981.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 756974), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 766104), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=182, value=None),
 FrozenTrial(number=183, state=1, values=[811.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 766751), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 775951), params={'ema1_period': 16, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=183, value=None),
 FrozenTrial(number=184, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 776561), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 784487), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=184, value=None),
 FrozenTrial(number=185, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 785048), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 792972), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=185, value=None),
 FrozenTrial(number=186, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 793515), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 801475), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=186, value=None),
 FrozenTrial(number=187, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 802012), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 809892), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=187, value=None),
 FrozenTrial(number=188, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 810601), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 818530), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=188, value=None),
 FrozenTrial(number=189, state=1, values=[1118.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 819056), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 827140), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=189, value=None),
 FrozenTrial(number=190, state=1, values=[900.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 827686), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 836016), params={'ema1_period': 18, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=190, value=None),
 FrozenTrial(number=191, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 836643), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 845144), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=191, value=None),
 FrozenTrial(number=192, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 845730), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 853816), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=192, value=None),
 FrozenTrial(number=193, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 854423), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 862822), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=193, value=None),
 FrozenTrial(number=194, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 863278), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 872026), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=194, value=None),
 FrozenTrial(number=195, state=1, values=[992.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 872606), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 880892), params={'ema1_period': 13, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=195, value=None),
 FrozenTrial(number=196, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 881450), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 889476), params={'ema1_period': 15, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=196, value=None),
 FrozenTrial(number=197, state=1, values=[949.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 890117), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 899115), params={'ema1_period': 6, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=197, value=None),
 FrozenTrial(number=198, state=1, values=[960.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 899822), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 907836), params={'ema1_period': 11, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=198, value=None),
 FrozenTrial(number=199, state=1, values=[816.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 908232), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 916392), params={'ema1_period': 9, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=199, value=None),
 FrozenTrial(number=200, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 916987), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 924962), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=200, value=None),
 FrozenTrial(number=201, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 925555), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 933480), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=201, value=None),
 FrozenTrial(number=202, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 934045), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 942357), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=202, value=None),
 FrozenTrial(number=203, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 942956), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 952361), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=203, value=None),
 FrozenTrial(number=204, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 952960), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 962017), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=204, value=None),
 FrozenTrial(number=205, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 963021), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 973619), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=205, value=None),
 FrozenTrial(number=206, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 974059), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 982219), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=206, value=None),
 FrozenTrial(number=207, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 982683), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 45, 991998), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=207, value=None),
 FrozenTrial(number=208, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 45, 992507), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 600), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=208, value=None),
 FrozenTrial(number=209, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 1129), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 11113), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=209, value=None),
 FrozenTrial(number=210, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 11760), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 20438), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=210, value=None),
 FrozenTrial(number=211, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 21065), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 32132), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=211, value=None),
 FrozenTrial(number=212, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 32774), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 42104), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=212, value=None),
 FrozenTrial(number=213, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 42672), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 51704), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=213, value=None),
 FrozenTrial(number=214, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 52339), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 61300), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=214, value=None),
 FrozenTrial(number=215, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 61963), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 70649), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=215, value=None),
 FrozenTrial(number=216, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 71181), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 79776), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=216, value=None),
 FrozenTrial(number=217, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 80132), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 90048), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=217, value=None),
 FrozenTrial(number=218, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 90667), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 99212), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=218, value=None),
 FrozenTrial(number=219, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 99882), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 108827), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=219, value=None),
 FrozenTrial(number=220, state=1, values=[953.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 109565), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 118197), params={'ema1_period': 20, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=220, value=None),
 FrozenTrial(number=221, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 118734), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 127963), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=221, value=None),
 FrozenTrial(number=222, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 128586), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 139808), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=222, value=None),
 FrozenTrial(number=223, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 141003), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 152786), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=223, value=None),
 FrozenTrial(number=224, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 153663), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 167130), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=224, value=None),
 FrozenTrial(number=225, state=1, values=[987.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 167951), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 178518), params={'ema1_period': 19, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=225, value=None),
 FrozenTrial(number=226, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 180012), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 189659), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=226, value=None),
 FrozenTrial(number=227, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 190238), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 198939), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=227, value=None),
 FrozenTrial(number=228, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 199563), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 208218), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=228, value=None),
 FrozenTrial(number=229, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 208774), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 217361), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=229, value=None),
 FrozenTrial(number=230, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 217910), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 227304), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=230, value=None),
 FrozenTrial(number=231, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 227897), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 237327), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=231, value=None),
 FrozenTrial(number=232, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 237755), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 248933), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=232, value=None),
 FrozenTrial(number=233, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 249643), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 261751), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=233, value=None),
 FrozenTrial(number=234, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 262470), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 273420), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=234, value=None),
 FrozenTrial(number=235, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 273985), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 283873), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=235, value=None),
 FrozenTrial(number=236, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 284492), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 294819), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=236, value=None),
 FrozenTrial(number=237, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 295410), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 309949), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=237, value=None),
 FrozenTrial(number=238, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 310695), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 319773), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=238, value=None),
 FrozenTrial(number=239, state=1, values=[970.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 320427), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 504915), params={'ema1_period': 19, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=239, value=None),
 FrozenTrial(number=240, state=1, values=[987.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 505753), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 515489), params={'ema1_period': 19, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=240, value=None),
 FrozenTrial(number=241, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 516066), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 524918), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=241, value=None),
 FrozenTrial(number=242, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 525539), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 534083), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=242, value=None),
 FrozenTrial(number=243, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 534728), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 544266), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=243, value=None),
 FrozenTrial(number=244, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 544952), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 554152), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=244, value=None),
 FrozenTrial(number=245, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 554775), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 563812), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=245, value=None),
 FrozenTrial(number=246, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 564349), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 572719), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=246, value=None),
 FrozenTrial(number=247, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 573232), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 581837), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=247, value=None),
 FrozenTrial(number=248, state=1, values=[1126.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 582341), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 590968), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=248, value=None),
 FrozenTrial(number=249, state=1, values=[991.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 591495), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 600235), params={'ema1_period': 19, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=249, value=None),
 FrozenTrial(number=250, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 600734), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 609280), params={'ema1_period': 13, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=250, value=None),
 FrozenTrial(number=251, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 609804), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 618602), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=251, value=None),
 FrozenTrial(number=252, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 619135), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 629435), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=252, value=None),
 FrozenTrial(number=253, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 630141), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 639541), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=253, value=None),
 FrozenTrial(number=254, state=1, values=[971.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 640242), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 651349), params={'ema1_period': 22, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=254, value=None),
 FrozenTrial(number=255, state=1, values=[943.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 652043), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 666770), params={'ema1_period': 14, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=255, value=None),
 FrozenTrial(number=256, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 667434), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 676631), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=256, value=None),
 FrozenTrial(number=257, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 677127), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 685936), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=257, value=None),
 FrozenTrial(number=258, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 686402), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 695301), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=258, value=None),
 FrozenTrial(number=259, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 695867), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 704567), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=259, value=None),
 FrozenTrial(number=260, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 705132), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 715234), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=260, value=None),
 FrozenTrial(number=261, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 715790), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 726685), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=261, value=None),
 FrozenTrial(number=262, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 727449), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 736976), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=262, value=None),
 FrozenTrial(number=263, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 737589), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 746298), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=263, value=None),
 FrozenTrial(number=264, state=1, values=[904.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 746916), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 755563), params={'ema1_period': 19, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=264, value=None),
 FrozenTrial(number=265, state=1, values=[987.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 756114), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 764978), params={'ema1_period': 19, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=265, value=None),
 FrozenTrial(number=266, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 765583), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 774320), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=266, value=None),
 FrozenTrial(number=267, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 774836), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 783955), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=267, value=None),
 FrozenTrial(number=268, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 784520), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 793485), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=268, value=None),
 FrozenTrial(number=269, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 794154), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 803707), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=269, value=None),
 FrozenTrial(number=270, state=1, values=[974.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 804361), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 813850), params={'ema1_period': 14, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=270, value=None),
 FrozenTrial(number=271, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 814375), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 823906), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=271, value=None),
 FrozenTrial(number=272, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 824397), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 833214), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=272, value=None),
 FrozenTrial(number=273, state=1, values=[919.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 833738), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 842697), params={'ema1_period': 10, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=273, value=None),
 FrozenTrial(number=274, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 843208), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 852149), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=274, value=None),
 FrozenTrial(number=275, state=1, values=[1090.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 852659), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 861670), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=275, value=None),
 FrozenTrial(number=276, state=1, values=[825.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 862317), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 871377), params={'ema1_period': 8, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=276, value=None),
 FrozenTrial(number=277, state=1, values=[813.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 871920), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 881386), params={'ema1_period': 15, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=277, value=None),
 FrozenTrial(number=278, state=1, values=[939.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 882166), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 892704), params={'ema1_period': 12, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=278, value=None),
 FrozenTrial(number=279, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 893226), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 903560), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=279, value=None),
 FrozenTrial(number=280, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 904276), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 913995), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=280, value=None),
 FrozenTrial(number=281, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 914589), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 924027), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=281, value=None),
 FrozenTrial(number=282, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 924598), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 934081), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=282, value=None),
 FrozenTrial(number=283, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 934717), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 943913), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=283, value=None),
 FrozenTrial(number=284, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 944452), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 953629), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=284, value=None),
 FrozenTrial(number=285, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 954164), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 967913), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=285, value=None),
 FrozenTrial(number=286, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 968753), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 985316), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=286, value=None),
 FrozenTrial(number=287, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 46, 986425), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 46, 999799), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=287, value=None),
 FrozenTrial(number=288, state=1, values=[992.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 493), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 11971), params={'ema1_period': 13, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=288, value=None),
 FrozenTrial(number=289, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 12720), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 22901), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=289, value=None),
 FrozenTrial(number=290, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 23518), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 33324), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=290, value=None),
 FrozenTrial(number=291, state=1, values=[854.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 33834), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 43214), params={'ema1_period': 7, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=291, value=None),
 FrozenTrial(number=292, state=1, values=[987.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 43829), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 52881), params={'ema1_period': 19, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=292, value=None),
 FrozenTrial(number=293, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 53452), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 63154), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=293, value=None),
 FrozenTrial(number=294, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 63858), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 74449), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=294, value=None),
 FrozenTrial(number=295, state=1, values=[960.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 75148), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 89528), params={'ema1_period': 11, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=295, value=None),
 FrozenTrial(number=296, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 90366), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 102230), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=296, value=None),
 FrozenTrial(number=297, state=1, values=[968.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 104154), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 114283), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=297, value=None),
 FrozenTrial(number=298, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 114953), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 124451), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=298, value=None),
 FrozenTrial(number=299, state=1, values=[1020.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 125021), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 134644), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=299, value=None),
 FrozenTrial(number=300, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 135308), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 144645), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=300, value=None),
 FrozenTrial(number=301, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 145258), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 155324), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=301, value=None),
 FrozenTrial(number=302, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 156048), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 166162), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=302, value=None),
 FrozenTrial(number=303, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 166664), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 176515), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=303, value=None),
 FrozenTrial(number=304, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 177151), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 186403), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=304, value=None),
 FrozenTrial(number=305, state=1, values=[1049.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 187053), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 196285), params={'ema1_period': 18, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=305, value=None),
 FrozenTrial(number=306, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 196944), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 206463), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=306, value=None),
 FrozenTrial(number=307, state=1, values=[980.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 207027), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 216530), params={'ema1_period': 20, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=307, value=None),
 FrozenTrial(number=308, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 217114), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 226455), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=308, value=None),
 FrozenTrial(number=309, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 227105), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 237441), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=309, value=None),
 FrozenTrial(number=310, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 238184), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 249432), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=310, value=None),
 FrozenTrial(number=311, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 250109), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 260452), params={'ema1_period': 19, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=311, value=None),
 FrozenTrial(number=312, state=1, values=[811.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 261100), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 271222), params={'ema1_period': 16, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=312, value=None),
 FrozenTrial(number=313, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 271685), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 281788), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=313, value=None),
 FrozenTrial(number=314, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 282352), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 292178), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=314, value=None),
 FrozenTrial(number=315, state=1, values=[992.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 292671), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 303414), params={'ema1_period': 14, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=315, value=None),
 FrozenTrial(number=316, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 303878), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 313614), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=316, value=None),
 FrozenTrial(number=317, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 314133), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 323838), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=317, value=None),
 FrozenTrial(number=318, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 324602), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 335134), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=318, value=None),
 FrozenTrial(number=319, state=1, values=[991.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 336028), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 346403), params={'ema1_period': 10, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=319, value=None),
 FrozenTrial(number=320, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 347064), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 356921), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=320, value=None),
 FrozenTrial(number=321, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 357551), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 367150), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=321, value=None),
 FrozenTrial(number=322, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 367736), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 377348), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=322, value=None),
 FrozenTrial(number=323, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 377960), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 387393), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=323, value=None),
 FrozenTrial(number=324, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 387891), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 397608), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=324, value=None),
 FrozenTrial(number=325, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 398206), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 407831), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=325, value=None),
 FrozenTrial(number=326, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 408586), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 419116), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=326, value=None),
 FrozenTrial(number=327, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 419747), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 430068), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=327, value=None),
 FrozenTrial(number=328, state=1, values=[1010.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 430733), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 440710), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=328, value=None),
 FrozenTrial(number=329, state=1, values=[968.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 441345), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 451060), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=329, value=None),
 FrozenTrial(number=330, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 451623), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 461248), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=330, value=None),
 FrozenTrial(number=331, state=1, values=[980.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 461848), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 471463), params={'ema1_period': 12, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=331, value=None),
 FrozenTrial(number=332, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 471976), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 481563), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=332, value=None),
 FrozenTrial(number=333, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 482060), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 491814), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=333, value=None),
 FrozenTrial(number=334, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 492670), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 503481), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=334, value=None),
 FrozenTrial(number=335, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 504166), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 514300), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=335, value=None),
 FrozenTrial(number=336, state=1, values=[968.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 515120), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 525056), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=336, value=None),
 FrozenTrial(number=337, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 525771), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 535690), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=337, value=None),
 FrozenTrial(number=338, state=1, values=[1030.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 536253), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 546091), params={'ema1_period': 20, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=338, value=None),
 FrozenTrial(number=339, state=1, values=[1168.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 546760), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 559733), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=339, value=None),
 FrozenTrial(number=340, state=1, values=[1070.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 560365), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 570824), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=340, value=None),
 FrozenTrial(number=341, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 571477), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 582029), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=341, value=None),
 FrozenTrial(number=342, state=1, values=[1148.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 582789), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 593576), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=342, value=None),
 FrozenTrial(number=343, state=1, values=[1070.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 594283), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 604925), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=343, value=None),
 FrozenTrial(number=344, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 605577), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 615808), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=344, value=None),
 FrozenTrial(number=345, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 616379), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 626458), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=345, value=None),
 FrozenTrial(number=346, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 626881), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 636889), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=346, value=None),
 FrozenTrial(number=347, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 637418), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 647347), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=347, value=None),
 FrozenTrial(number=348, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 647860), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 657993), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=348, value=None),
 FrozenTrial(number=349, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 658390), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 668694), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=349, value=None),
 FrozenTrial(number=350, state=1, values=[1059.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 669115), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 680491), params={'ema1_period': 14, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=350, value=None),
 FrozenTrial(number=351, state=1, values=[816.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 681082), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 694128), params={'ema1_period': 9, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=351, value=None),
 FrozenTrial(number=352, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 694888), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 706676), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=352, value=None),
 FrozenTrial(number=353, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 707454), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 718990), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=353, value=None),
 FrozenTrial(number=354, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 719681), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 730848), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=354, value=None),
 FrozenTrial(number=355, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 731531), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 742152), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=355, value=None),
 FrozenTrial(number=356, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 742614), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 753128), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=356, value=None),
 FrozenTrial(number=357, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 753690), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 764600), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=357, value=None),
 FrozenTrial(number=358, state=1, values=[999.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 765249), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 776272), params={'ema1_period': 24, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=358, value=None),
 FrozenTrial(number=359, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 777124), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 787850), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=359, value=None),
 FrozenTrial(number=360, state=1, values=[863.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 788438), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 798724), params={'ema1_period': 15, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=360, value=None),
 FrozenTrial(number=361, state=1, values=[992.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 799284), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 809572), params={'ema1_period': 13, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=361, value=None),
 FrozenTrial(number=362, state=1, values=[879.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 810100), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 820372), params={'ema1_period': 5, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=362, value=None),
 FrozenTrial(number=363, state=1, values=[1020.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 820928), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 831322), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=363, value=None),
 FrozenTrial(number=364, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 831845), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 842705), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=364, value=None),
 FrozenTrial(number=365, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 843435), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 854300), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=365, value=None),
 FrozenTrial(number=366, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 854769), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 865489), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=366, value=None),
 FrozenTrial(number=367, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 865952), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 876443), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=367, value=None),
 FrozenTrial(number=368, state=1, values=[1168.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 876983), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 887062), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=368, value=None),
 FrozenTrial(number=369, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 887594), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 897897), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=369, value=None),
 FrozenTrial(number=370, state=1, values=[841.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 898416), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 908722), params={'ema1_period': 21, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=370, value=None),
 FrozenTrial(number=371, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 909098), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 919943), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=371, value=None),
 FrozenTrial(number=372, state=1, values=[980.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 920706), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 937025), params={'ema1_period': 22, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=372, value=None),
 FrozenTrial(number=373, state=1, values=[1168.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 937729), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 950245), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=373, value=None),
 FrozenTrial(number=374, state=1, values=[1148.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 950831), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 961245), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=374, value=None),
 FrozenTrial(number=375, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 961782), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 47, 972067), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=375, value=None),
 FrozenTrial(number=376, state=1, values=[960.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 47, 972599), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 164376), params={'ema1_period': 21, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=376, value=None),
 FrozenTrial(number=377, state=1, values=[1010.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 165312), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 182551), params={'ema1_period': 22, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=377, value=None),
 FrozenTrial(number=378, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 183263), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 195218), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=378, value=None),
 FrozenTrial(number=379, state=1, values=[1007.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 195820), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 206058), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=379, value=None),
 FrozenTrial(number=380, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 206447), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 216997), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=380, value=None),
 FrozenTrial(number=381, state=1, values=[940.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 217391), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 228037), params={'ema1_period': 11, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=381, value=None),
 FrozenTrial(number=382, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 228498), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 238947), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=382, value=None),
 FrozenTrial(number=383, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 239447), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 253483), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=383, value=None),
 FrozenTrial(number=384, state=1, values=[863.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 254389), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 270656), params={'ema1_period': 14, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=384, value=None),
 FrozenTrial(number=385, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 271422), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 284481), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=385, value=None),
 FrozenTrial(number=386, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 285347), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 296236), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=386, value=None),
 FrozenTrial(number=387, state=1, values=[968.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 296919), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 308578), params={'ema1_period': 20, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=387, value=None),
 FrozenTrial(number=388, state=1, values=[942.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 309145), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 319790), params={'ema1_period': 7, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=388, value=None),
 FrozenTrial(number=389, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 320220), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 330817), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=389, value=None),
 FrozenTrial(number=390, state=1, values=[904.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 331324), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 342902), params={'ema1_period': 22, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=390, value=None),
 FrozenTrial(number=391, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 343604), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 359069), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=391, value=None),
 FrozenTrial(number=392, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 359770), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 375638), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=392, value=None),
 FrozenTrial(number=393, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 376227), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 386758), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=393, value=None),
 FrozenTrial(number=394, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 387363), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 397914), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=394, value=None),
 FrozenTrial(number=395, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 398460), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 408972), params={'ema1_period': 18, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=395, value=None),
 FrozenTrial(number=396, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 409326), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 419949), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=396, value=None),
 FrozenTrial(number=397, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 420431), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 433424), params={'ema1_period': 19, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=397, value=None),
 FrozenTrial(number=398, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 434349), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 451824), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=398, value=None),
 FrozenTrial(number=399, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 452627), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 466908), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=399, value=None),
 FrozenTrial(number=400, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 467499), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 478700), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=400, value=None),
 FrozenTrial(number=401, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 479402), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 490318), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=401, value=None),
 FrozenTrial(number=402, state=1, values=[992.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 490883), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 501778), params={'ema1_period': 13, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=402, value=None),
 FrozenTrial(number=403, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 502419), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 513230), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=403, value=None),
 FrozenTrial(number=404, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 513809), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 530806), params={'ema1_period': 18, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=404, value=None),
 FrozenTrial(number=405, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 531740), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 548052), params={'ema1_period': 16, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=405, value=None),
 FrozenTrial(number=406, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 548694), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 559626), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=406, value=None),
 FrozenTrial(number=407, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 560369), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 571230), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=407, value=None),
 FrozenTrial(number=408, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 571818), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 587076), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=408, value=None),
 FrozenTrial(number=409, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 588078), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 599779), params={'ema1_period': 19, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=409, value=None),
 FrozenTrial(number=410, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 600491), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 613577), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=410, value=None),
 FrozenTrial(number=411, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 614318), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 628456), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=411, value=None),
 FrozenTrial(number=412, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 629096), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 645585), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=412, value=None),
 FrozenTrial(number=413, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 646290), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 662245), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=413, value=None),
 FrozenTrial(number=414, state=1, values=[976.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 662943), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 859993), params={'ema1_period': 15, 'ema2_period': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=414, value=None),
 FrozenTrial(number=415, state=1, values=[834.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 860831), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 873170), params={'ema1_period': 9, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=415, value=None),
 FrozenTrial(number=416, state=1, values=[859.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 873574), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 884834), params={'ema1_period': 10, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=416, value=None),
 FrozenTrial(number=417, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 885435), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 896247), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=417, value=None),
 FrozenTrial(number=418, state=1, values=[971.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 896638), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 907696), params={'ema1_period': 18, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=418, value=None),
 FrozenTrial(number=419, state=1, values=[981.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 908216), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 925236), params={'ema1_period': 20, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=419, value=None),
 FrozenTrial(number=420, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 926063), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 942149), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=420, value=None),
 FrozenTrial(number=421, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 942746), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 953901), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=421, value=None),
 FrozenTrial(number=422, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 954504), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 965481), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=422, value=None),
 FrozenTrial(number=423, state=1, values=[943.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 966059), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 977059), params={'ema1_period': 14, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=423, value=None),
 FrozenTrial(number=424, state=1, values=[1006.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 977610), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 48, 988605), params={'ema1_period': 17, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=424, value=None),
 FrozenTrial(number=425, state=1, values=[909.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 48, 989249), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 1089), params={'ema1_period': 18, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=425, value=None),
 FrozenTrial(number=426, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 1784), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 20474), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=426, value=None),
 FrozenTrial(number=427, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 21350), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 35880), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=427, value=None),
 FrozenTrial(number=428, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 36422), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 47634), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=428, value=None),
 FrozenTrial(number=429, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 48206), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 59401), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=429, value=None),
 FrozenTrial(number=430, state=1, values=[1070.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 59941), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 71152), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=430, value=None),
 FrozenTrial(number=431, state=1, values=[825.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 71794), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 82800), params={'ema1_period': 8, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=431, value=None),
 FrozenTrial(number=432, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 83388), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 100015), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=432, value=None),
 FrozenTrial(number=433, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 103207), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 119510), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=433, value=None),
 FrozenTrial(number=434, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 120166), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 131474), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=434, value=None),
 FrozenTrial(number=435, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 131855), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 143373), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=435, value=None),
 FrozenTrial(number=436, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 143742), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 160556), params={'ema1_period': 18, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=436, value=None),
 FrozenTrial(number=437, state=1, values=[912.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 161696), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 175140), params={'ema1_period': 13, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=437, value=None),
 FrozenTrial(number=438, state=1, values=[999.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 175761), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 192634), params={'ema1_period': 19, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=438, value=None),
 FrozenTrial(number=439, state=1, values=[851.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 193281), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 211036), params={'ema1_period': 15, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=439, value=None),
 FrozenTrial(number=440, state=1, values=[1018.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 211679), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 223127), params={'ema1_period': 16, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=440, value=None),
 FrozenTrial(number=441, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 223541), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 235095), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=441, value=None),
 FrozenTrial(number=442, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 235523), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 246879), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=442, value=None),
 FrozenTrial(number=443, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 247438), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 258845), params={'ema1_period': 17, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=443, value=None),
 FrozenTrial(number=444, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 259475), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 270827), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=444, value=None),
 FrozenTrial(number=445, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 271555), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 289223), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=445, value=None),
 FrozenTrial(number=446, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 290108), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 306164), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=446, value=None),
 FrozenTrial(number=447, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 306810), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 318447), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=447, value=None),
 FrozenTrial(number=448, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 319085), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 330616), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=448, value=None),
 FrozenTrial(number=449, state=1, values=[829.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 331166), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 342509), params={'ema1_period': 11, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=449, value=None),
 FrozenTrial(number=450, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 343100), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 354408), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=450, value=None),
 FrozenTrial(number=451, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 354967), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 368018), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=451, value=None),
 FrozenTrial(number=452, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 368901), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 382428), params={'ema1_period': 19, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=452, value=None),
 FrozenTrial(number=453, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 383098), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 395974), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=453, value=None),
 FrozenTrial(number=454, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 396590), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 408394), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=454, value=None),
 FrozenTrial(number=455, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 409222), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 420847), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=455, value=None),
 FrozenTrial(number=456, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 421372), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 432925), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=456, value=None),
 FrozenTrial(number=457, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 433450), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 444920), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=457, value=None),
 FrozenTrial(number=458, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 445470), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 459459), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=458, value=None),
 FrozenTrial(number=459, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 460406), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 480694), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=459, value=None),
 FrozenTrial(number=460, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 481448), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 493600), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=460, value=None),
 FrozenTrial(number=461, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 494259), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 505822), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=461, value=None),
 FrozenTrial(number=462, state=1, values=[1000.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 506408), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 522809), params={'ema1_period': 19, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=462, value=None),
 FrozenTrial(number=463, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 523641), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 537297), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=463, value=None),
 FrozenTrial(number=464, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 537860), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 551958), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=464, value=None),
 FrozenTrial(number=465, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 552836), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 571112), params={'ema1_period': 18, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=465, value=None),
 FrozenTrial(number=466, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 571872), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 584878), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=466, value=None),
 FrozenTrial(number=467, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 585579), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 597403), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=467, value=None),
 FrozenTrial(number=468, state=1, values=[851.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 598065), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 609656), params={'ema1_period': 14, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=468, value=None),
 FrozenTrial(number=469, state=1, values=[1116.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 610273), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 621996), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=469, value=None),
 FrozenTrial(number=470, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 622555), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 634105), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=470, value=None),
 FrozenTrial(number=471, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 634662), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 653955), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=471, value=None),
 FrozenTrial(number=472, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 654949), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 676674), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=472, value=None),
 FrozenTrial(number=473, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 677696), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 690892), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=473, value=None),
 FrozenTrial(number=474, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 691455), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 703597), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=474, value=None),
 FrozenTrial(number=475, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 704158), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 716307), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=475, value=None),
 FrozenTrial(number=476, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 716922), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 729783), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=476, value=None),
 FrozenTrial(number=477, state=1, values=[924.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 730542), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 744408), params={'ema1_period': 18, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=477, value=None),
 FrozenTrial(number=478, state=1, values=[1148.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 745180), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 757935), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=478, value=None),
 FrozenTrial(number=479, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 758669), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 771162), params={'ema1_period': 17, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=479, value=None),
 FrozenTrial(number=480, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 771843), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 783369), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=480, value=None),
 FrozenTrial(number=481, state=1, values=[940.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 783761), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 795704), params={'ema1_period': 13, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=481, value=None),
 FrozenTrial(number=482, state=1, values=[959.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 796232), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 808052), params={'ema1_period': 25, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=482, value=None),
 FrozenTrial(number=483, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 808557), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 820396), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=483, value=None),
 FrozenTrial(number=484, state=1, values=[1030.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 820899), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 833924), params={'ema1_period': 20, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=484, value=None),
 FrozenTrial(number=485, state=1, values=[1167.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 834690), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 847613), params={'ema1_period': 18, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=485, value=None),
 FrozenTrial(number=486, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 848153), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 863797), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=486, value=None),
 FrozenTrial(number=487, state=1, values=[1126.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 864505), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 877693), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=487, value=None),
 FrozenTrial(number=488, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 878306), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 890433), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=488, value=None),
 FrozenTrial(number=489, state=1, values=[981.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 890982), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 903169), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=489, value=None),
 FrozenTrial(number=490, state=1, values=[992.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 903679), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 915872), params={'ema1_period': 12, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=490, value=None),
 FrozenTrial(number=491, state=1, values=[1116.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 916535), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 930243), params={'ema1_period': 18, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=491, value=None),
 FrozenTrial(number=492, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 930993), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 943761), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=492, value=None),
 FrozenTrial(number=493, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 944329), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 956439), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=493, value=None),
 FrozenTrial(number=494, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 957118), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 969144), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=494, value=None),
 FrozenTrial(number=495, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 969887), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 981872), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=495, value=None),
 FrozenTrial(number=496, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 982447), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 49, 994411), params={'ema1_period': 20, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=496, value=None),
 FrozenTrial(number=497, state=1, values=[1166.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 49, 994952), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 9189), params={'ema1_period': 18, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=497, value=None),
 FrozenTrial(number=498, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 10019), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 28559), params={'ema1_period': 19, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=498, value=None),
 FrozenTrial(number=499, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 29276), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 42799), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=499, value=None),
 FrozenTrial(number=500, state=1, values=[919.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 43409), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 55523), params={'ema1_period': 15, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=500, value=None),
 FrozenTrial(number=501, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 56098), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 68198), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=501, value=None),
 FrozenTrial(number=502, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 68775), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 80797), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=502, value=None),
 FrozenTrial(number=503, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 81324), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 96435), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=503, value=None),
 FrozenTrial(number=504, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 97277), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 116625), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=504, value=None),
 FrozenTrial(number=505, state=1, values=[1158.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 117271), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 130004), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=505, value=None),
 FrozenTrial(number=506, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 130549), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 142527), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=506, value=None),
 FrozenTrial(number=507, state=1, values=[999.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 143095), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 155114), params={'ema1_period': 11, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=507, value=None),
 FrozenTrial(number=508, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 155658), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 173516), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=508, value=None),
 FrozenTrial(number=509, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 174301), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 191186), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=509, value=None),
 FrozenTrial(number=510, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 191942), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 211570), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=510, value=None),
 FrozenTrial(number=511, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 212205), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 224715), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=511, value=None),
 FrozenTrial(number=512, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 225298), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 237511), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=512, value=None),
 FrozenTrial(number=513, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 238083), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 250450), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=513, value=None),
 FrozenTrial(number=514, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 251034), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 263365), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=514, value=None),
 FrozenTrial(number=515, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 263935), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 279579), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=515, value=None),
 FrozenTrial(number=516, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 280654), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 299296), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=516, value=None),
 FrozenTrial(number=517, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 300059), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 312721), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=517, value=None),
 FrozenTrial(number=518, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 313264), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 325773), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=518, value=None),
 FrozenTrial(number=519, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 326329), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 338745), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=519, value=None),
 FrozenTrial(number=520, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 339328), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 351896), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=520, value=None),
 FrozenTrial(number=521, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 352431), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 373939), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=521, value=None),
 FrozenTrial(number=522, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 374990), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 395372), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=522, value=None),
 FrozenTrial(number=523, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 396227), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 410494), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=523, value=None),
 FrozenTrial(number=524, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 411183), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 424265), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=524, value=None),
 FrozenTrial(number=525, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 424806), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 437416), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=525, value=None),
 FrozenTrial(number=526, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 437984), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 450520), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=526, value=None),
 FrozenTrial(number=527, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 451082), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 464486), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=527, value=None),
 FrozenTrial(number=528, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 465214), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 478504), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=528, value=None),
 FrozenTrial(number=529, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 479156), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 492168), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=529, value=None),
 FrozenTrial(number=530, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 492785), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 509538), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=530, value=None),
 FrozenTrial(number=531, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 510466), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 523666), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=531, value=None),
 FrozenTrial(number=532, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 524302), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 537086), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=532, value=None),
 FrozenTrial(number=533, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 537766), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 549909), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=533, value=None),
 FrozenTrial(number=534, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 550484), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 564392), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=534, value=None),
 FrozenTrial(number=535, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 565149), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 578724), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=535, value=None),
 FrozenTrial(number=536, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 579605), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 592535), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=536, value=None),
 FrozenTrial(number=537, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 593130), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 605341), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=537, value=None),
 FrozenTrial(number=538, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 605942), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 618317), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=538, value=None),
 FrozenTrial(number=539, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 618842), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 631409), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=539, value=None),
 FrozenTrial(number=540, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 631806), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 644086), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=540, value=None),
 FrozenTrial(number=541, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 644530), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 658778), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=541, value=None),
 FrozenTrial(number=542, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 659423), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 672307), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=542, value=None),
 FrozenTrial(number=543, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 672929), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 685642), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=543, value=None),
 FrozenTrial(number=544, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 686270), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 698951), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=544, value=None),
 FrozenTrial(number=545, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 699571), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 712357), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=545, value=None),
 FrozenTrial(number=546, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 712965), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 725807), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=546, value=None),
 FrozenTrial(number=547, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 726450), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 740007), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=547, value=None),
 FrozenTrial(number=548, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 740967), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 757015), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=548, value=None),
 FrozenTrial(number=549, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 757685), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 771636), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=549, value=None),
 FrozenTrial(number=550, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 772253), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 785146), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=550, value=None),
 FrozenTrial(number=551, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 785692), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 800077), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=551, value=None),
 FrozenTrial(number=552, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 800744), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 819146), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=552, value=None),
 FrozenTrial(number=553, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 820171), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 834064), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=553, value=None),
 FrozenTrial(number=554, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 834707), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 850021), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=554, value=None),
 FrozenTrial(number=555, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 850843), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 865234), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=555, value=None),
 FrozenTrial(number=556, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 866102), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 879354), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=556, value=None),
 FrozenTrial(number=557, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 879973), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 894484), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=557, value=None),
 FrozenTrial(number=558, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 895164), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 908946), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=558, value=None),
 FrozenTrial(number=559, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 909871), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 924522), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=559, value=None),
 FrozenTrial(number=560, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 925437), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 940285), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=560, value=None),
 FrozenTrial(number=561, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 940949), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 954613), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=561, value=None),
 FrozenTrial(number=562, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 955270), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 968455), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=562, value=None),
 FrozenTrial(number=563, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 969024), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 982308), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=563, value=None),
 FrozenTrial(number=564, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 983036), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 50, 996122), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=564, value=None),
 FrozenTrial(number=565, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 50, 996726), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 11155), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=565, value=None),
 FrozenTrial(number=566, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 11787), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 26122), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=566, value=None),
 FrozenTrial(number=567, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 26893), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 41139), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=567, value=None),
 FrozenTrial(number=568, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 41754), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 55260), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=568, value=None),
 FrozenTrial(number=569, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 55847), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 68920), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=569, value=None),
 FrozenTrial(number=570, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 70061), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 84534), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=570, value=None),
 FrozenTrial(number=571, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 85152), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 99475), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=571, value=None),
 FrozenTrial(number=572, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 100148), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 116908), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=572, value=None),
 FrozenTrial(number=573, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 118390), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 135718), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=573, value=None),
 FrozenTrial(number=574, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 136574), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 150420), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=574, value=None),
 FrozenTrial(number=575, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 151110), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 166032), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=575, value=None),
 FrozenTrial(number=576, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 168093), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 185197), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=576, value=None),
 FrozenTrial(number=577, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 186438), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 202267), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=577, value=None),
 FrozenTrial(number=578, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 203290), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 227720), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=578, value=None),
 FrozenTrial(number=579, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 228591), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 244311), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=579, value=None),
 FrozenTrial(number=580, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 244958), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 259070), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=580, value=None),
 FrozenTrial(number=581, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 259805), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 275587), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=581, value=None),
 FrozenTrial(number=582, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 276190), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 291463), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=582, value=None),
 FrozenTrial(number=583, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 292255), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 309227), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=583, value=None),
 FrozenTrial(number=584, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 310048), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 324882), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=584, value=None),
 FrozenTrial(number=585, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 325462), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 339825), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=585, value=None),
 FrozenTrial(number=586, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 340631), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 355128), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=586, value=None),
 FrozenTrial(number=587, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 355712), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 369849), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=587, value=None),
 FrozenTrial(number=588, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 370460), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 386112), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=588, value=None),
 FrozenTrial(number=589, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 386845), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 401392), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=589, value=None),
 FrozenTrial(number=590, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 402000), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 416608), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=590, value=None),
 FrozenTrial(number=591, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 417304), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 433001), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=591, value=None),
 FrozenTrial(number=592, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 433810), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 458931), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=592, value=None),
 FrozenTrial(number=593, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 460076), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 480013), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=593, value=None),
 FrozenTrial(number=594, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 480808), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 497185), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=594, value=None),
 FrozenTrial(number=595, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 497904), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 512767), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=595, value=None),
 FrozenTrial(number=596, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 514233), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 532257), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=596, value=None),
 FrozenTrial(number=597, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 533139), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 551191), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=597, value=None),
 FrozenTrial(number=598, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 552515), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 570075), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=598, value=None),
 FrozenTrial(number=599, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 571009), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 587324), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=599, value=None),
 FrozenTrial(number=600, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 588172), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 604597), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=600, value=None),
 FrozenTrial(number=601, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 605291), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 620289), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=601, value=None),
 FrozenTrial(number=602, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 621313), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 639197), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=602, value=None),
 FrozenTrial(number=603, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 640124), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 656838), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=603, value=None),
 FrozenTrial(number=604, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 657579), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 672424), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=604, value=None),
 FrozenTrial(number=605, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 673030), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 688304), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=605, value=None),
 FrozenTrial(number=606, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 689010), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 703437), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=606, value=None),
 FrozenTrial(number=607, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 704324), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 722107), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=607, value=None),
 FrozenTrial(number=608, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 723030), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 738763), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=608, value=None),
 FrozenTrial(number=609, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 739443), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 753639), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=609, value=None),
 FrozenTrial(number=610, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 754234), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 768083), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=610, value=None),
 FrozenTrial(number=611, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 768649), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 782206), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=611, value=None),
 FrozenTrial(number=612, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 782750), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 802292), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=612, value=None),
 FrozenTrial(number=613, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 803486), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 830801), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=613, value=None),
 FrozenTrial(number=614, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 831684), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 847915), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=614, value=None),
 FrozenTrial(number=615, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 848580), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 862557), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=615, value=None),
 FrozenTrial(number=616, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 863415), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 877256), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=616, value=None),
 FrozenTrial(number=617, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 877808), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 891855), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=617, value=None),
 FrozenTrial(number=618, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 892516), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 914963), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=618, value=None),
 FrozenTrial(number=619, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 915772), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 932299), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=619, value=None),
 FrozenTrial(number=620, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 932939), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 947967), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=620, value=None),
 FrozenTrial(number=621, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 948789), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 962782), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=621, value=None),
 FrozenTrial(number=622, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 963436), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 51, 977671), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=622, value=None),
 FrozenTrial(number=623, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 51, 978638), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 1292), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=623, value=None),
 FrozenTrial(number=624, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 2241), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 22338), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=624, value=None),
 FrozenTrial(number=625, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 23048), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 38085), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=625, value=None),
 FrozenTrial(number=626, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 39083), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 60888), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=626, value=None),
 FrozenTrial(number=627, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 61675), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 80747), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=627, value=None),
 FrozenTrial(number=628, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 81538), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 102045), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=628, value=None),
 FrozenTrial(number=629, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 102969), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 122189), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=629, value=None),
 FrozenTrial(number=630, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 122832), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 136793), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=630, value=None),
 FrozenTrial(number=631, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 137292), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 152334), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=631, value=None),
 FrozenTrial(number=632, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 152956), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 168517), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=632, value=None),
 FrozenTrial(number=633, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 169059), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 186425), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=633, value=None),
 FrozenTrial(number=634, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 187154), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 207272), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=634, value=None),
 FrozenTrial(number=635, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 207851), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 221118), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=635, value=None),
 FrozenTrial(number=636, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 221914), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 235543), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=636, value=None),
 FrozenTrial(number=637, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 236169), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 249397), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=637, value=None),
 FrozenTrial(number=638, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 249934), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 264728), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=638, value=None),
 FrozenTrial(number=639, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 265348), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 288454), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=639, value=None),
 FrozenTrial(number=640, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 289292), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 306858), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=640, value=None),
 FrozenTrial(number=641, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 307564), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 321467), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=641, value=None),
 FrozenTrial(number=642, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 322052), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 335539), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=642, value=None),
 FrozenTrial(number=643, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 336119), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 349323), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=643, value=None),
 FrozenTrial(number=644, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 349708), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 368139), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=644, value=None),
 FrozenTrial(number=645, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 368775), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 389394), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=645, value=None),
 FrozenTrial(number=646, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 390074), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 403807), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=646, value=None),
 FrozenTrial(number=647, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 404562), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 418221), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=647, value=None),
 FrozenTrial(number=648, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 418648), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 432342), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=648, value=None),
 FrozenTrial(number=649, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 432897), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 452491), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=649, value=None),
 FrozenTrial(number=650, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 453732), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 475773), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=650, value=None),
 FrozenTrial(number=651, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 476508), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 491377), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=651, value=None),
 FrozenTrial(number=652, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 492059), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 506385), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=652, value=None),
 FrozenTrial(number=653, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 506873), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 520461), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=653, value=None),
 FrozenTrial(number=654, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 521079), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 535635), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=654, value=None),
 FrozenTrial(number=655, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 536620), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 559641), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=655, value=None),
 FrozenTrial(number=656, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 560634), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 575819), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=656, value=None),
 FrozenTrial(number=657, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 576312), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 590110), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=657, value=None),
 FrozenTrial(number=658, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 590919), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 604233), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=658, value=None),
 FrozenTrial(number=659, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 604921), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 618426), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=659, value=None),
 FrozenTrial(number=660, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 619348), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 640512), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=660, value=None),
 FrozenTrial(number=661, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 641527), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 658977), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=661, value=None),
 FrozenTrial(number=662, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 659757), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 673842), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=662, value=None),
 FrozenTrial(number=663, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 674266), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 688265), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=663, value=None),
 FrozenTrial(number=664, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 688701), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 702651), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=664, value=None),
 FrozenTrial(number=665, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 703178), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 725930), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=665, value=None),
 FrozenTrial(number=666, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 727316), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 748111), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=666, value=None),
 FrozenTrial(number=667, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 748953), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 764000), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=667, value=None),
 FrozenTrial(number=668, state=1, values=[940.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 764702), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 779114), params={'ema1_period': 11, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=668, value=None),
 FrozenTrial(number=669, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 780013), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 794212), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=669, value=None),
 FrozenTrial(number=670, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 794808), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 818231), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=670, value=None),
 FrozenTrial(number=671, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 819538), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 839527), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=671, value=None),
 FrozenTrial(number=672, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 840495), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 858222), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=672, value=None),
 FrozenTrial(number=673, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 858959), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 875314), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=673, value=None),
 FrozenTrial(number=674, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 875889), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 893389), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=674, value=None),
 FrozenTrial(number=675, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 894138), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 915170), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=675, value=None),
 FrozenTrial(number=676, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 915725), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 932640), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=676, value=None),
 FrozenTrial(number=677, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 935317), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 953172), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=677, value=None),
 FrozenTrial(number=678, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 953819), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 970710), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=678, value=None),
 FrozenTrial(number=679, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 971280), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 52, 990782), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=679, value=None),
 FrozenTrial(number=680, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 52, 991458), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 7762), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=680, value=None),
 FrozenTrial(number=681, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 8426), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 23470), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=681, value=None),
 FrozenTrial(number=682, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 24244), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 39173), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=682, value=None),
 FrozenTrial(number=683, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 40035), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 57427), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=683, value=None),
 FrozenTrial(number=684, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 58773), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 77098), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=684, value=None),
 FrozenTrial(number=685, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 78252), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 96261), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=685, value=None),
 FrozenTrial(number=686, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 97211), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 112668), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=686, value=None),
 FrozenTrial(number=687, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 113393), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 128209), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=687, value=None),
 FrozenTrial(number=688, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 128977), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 143635), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=688, value=None),
 FrozenTrial(number=689, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 144155), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 160336), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=689, value=None),
 FrozenTrial(number=690, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 161203), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 184828), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=690, value=None),
 FrozenTrial(number=691, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 185784), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 203763), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=691, value=None),
 FrozenTrial(number=692, state=1, values=[959.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 204550), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 219542), params={'ema1_period': 6, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=692, value=None),
 FrozenTrial(number=693, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 220291), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 234614), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=693, value=None),
 FrozenTrial(number=694, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 235288), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 250344), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=694, value=None),
 FrozenTrial(number=695, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 251118), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 274063), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=695, value=None),
 FrozenTrial(number=696, state=1, values=[872.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 275075), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 294047), params={'ema1_period': 11, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=696, value=None),
 FrozenTrial(number=697, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 295237), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 310135), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=697, value=None),
 FrozenTrial(number=698, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 310773), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 325247), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=698, value=None),
 FrozenTrial(number=699, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 325914), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 341215), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=699, value=None),
 FrozenTrial(number=700, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 341989), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 365941), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=700, value=None),
 FrozenTrial(number=701, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 367039), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 386793), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=701, value=None),
 FrozenTrial(number=702, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 387466), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 402846), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=702, value=None),
 FrozenTrial(number=703, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 403430), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 418050), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=703, value=None),
 FrozenTrial(number=704, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 418597), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 432623), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=704, value=None),
 FrozenTrial(number=705, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 433135), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 449541), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=705, value=None),
 FrozenTrial(number=706, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 450374), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 465995), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=706, value=None),
 FrozenTrial(number=707, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 466695), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 481546), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=707, value=None),
 FrozenTrial(number=708, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 482179), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 496884), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=708, value=None),
 FrozenTrial(number=709, state=1, values=[953.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 497469), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 512141), params={'ema1_period': 8, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=709, value=None),
 FrozenTrial(number=710, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 512684), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 527414), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=710, value=None),
 FrozenTrial(number=711, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 528261), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 544833), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=711, value=None),
 FrozenTrial(number=712, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 545263), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 560785), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=712, value=None),
 FrozenTrial(number=713, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 561348), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 575525), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=713, value=None),
 FrozenTrial(number=714, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 576104), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 590616), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=714, value=None),
 FrozenTrial(number=715, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 591145), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 608192), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=715, value=None),
 FrozenTrial(number=716, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 609299), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 633764), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=716, value=None),
 FrozenTrial(number=717, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 635089), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 657802), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=717, value=None),
 FrozenTrial(number=718, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 658455), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 673596), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=718, value=None),
 FrozenTrial(number=719, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 674188), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 688786), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=719, value=None),
 FrozenTrial(number=720, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 689312), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 703880), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=720, value=None),
 FrozenTrial(number=721, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 704388), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 722362), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=721, value=None),
 FrozenTrial(number=722, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 723090), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 745437), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=722, value=None),
 FrozenTrial(number=723, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 746148), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 760491), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=723, value=None),
 FrozenTrial(number=724, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 761061), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 775334), params={'ema1_period': 13, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=724, value=None),
 FrozenTrial(number=725, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 775871), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 790319), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=725, value=None),
 FrozenTrial(number=726, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 790832), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 808620), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=726, value=None),
 FrozenTrial(number=727, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 809566), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 830961), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=727, value=None),
 FrozenTrial(number=728, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 831535), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 845839), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=728, value=None),
 FrozenTrial(number=729, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 846380), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 860557), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=729, value=None),
 FrozenTrial(number=730, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 861104), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 875366), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=730, value=None),
 FrozenTrial(number=731, state=1, values=[851.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 875886), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 890814), params={'ema1_period': 11, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=731, value=None),
 FrozenTrial(number=732, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 891405), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 917343), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=732, value=None),
 FrozenTrial(number=733, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 918156), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 934392), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=733, value=None),
 FrozenTrial(number=734, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 935010), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 949477), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=734, value=None),
 FrozenTrial(number=735, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 950029), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 964346), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=735, value=None),
 FrozenTrial(number=736, state=1, values=[1021.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 964747), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 53, 981956), params={'ema1_period': 12, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=736, value=None),
 FrozenTrial(number=737, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 53, 983163), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 4591), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=737, value=None),
 FrozenTrial(number=738, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 5309), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 21046), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=738, value=None),
 FrozenTrial(number=739, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 21610), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 35949), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=739, value=None),
 FrozenTrial(number=740, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 36495), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 50946), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=740, value=None),
 FrozenTrial(number=741, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 51470), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 65922), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=741, value=None),
 FrozenTrial(number=742, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 66570), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 90202), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=742, value=None),
 FrozenTrial(number=743, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 91143), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 107649), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=743, value=None),
 FrozenTrial(number=744, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 108234), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 122782), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=744, value=None),
 FrozenTrial(number=745, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 123353), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 137639), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=745, value=None),
 FrozenTrial(number=746, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 138203), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 152580), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=746, value=None),
 FrozenTrial(number=747, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 153125), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 174814), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=747, value=None),
 FrozenTrial(number=748, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 175917), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 195083), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=748, value=None),
 FrozenTrial(number=749, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 195648), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 210445), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=749, value=None),
 FrozenTrial(number=750, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 211009), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 225550), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=750, value=None),
 FrozenTrial(number=751, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 226094), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 240625), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=751, value=None),
 FrozenTrial(number=752, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 241158), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 260579), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=752, value=None),
 FrozenTrial(number=753, state=1, values=[951.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 261185), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 282151), params={'ema1_period': 11, 'ema2_period': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=753, value=None),
 FrozenTrial(number=754, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 282718), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 297476), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=754, value=None),
 FrozenTrial(number=755, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 298056), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 312630), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=755, value=None),
 FrozenTrial(number=756, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 313169), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 327888), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=756, value=None),
 FrozenTrial(number=757, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 328812), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 353304), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=757, value=None),
 FrozenTrial(number=758, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 355004), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 377580), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=758, value=None),
 FrozenTrial(number=759, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 378964), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 396558), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=759, value=None),
 FrozenTrial(number=760, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 397466), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 412572), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=760, value=None),
 FrozenTrial(number=761, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 413236), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 428406), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=761, value=None),
 FrozenTrial(number=762, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 429031), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 444506), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=762, value=None),
 FrozenTrial(number=763, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 445394), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 463576), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=763, value=None),
 FrozenTrial(number=764, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 464357), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 479522), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=764, value=None),
 FrozenTrial(number=765, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 480239), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 495192), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=765, value=None),
 FrozenTrial(number=766, state=1, values=[1010.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 495869), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 510617), params={'ema1_period': 5, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=766, value=None),
 FrozenTrial(number=767, state=1, values=[1009.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 511218), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 526409), params={'ema1_period': 13, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=767, value=None),
 FrozenTrial(number=768, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 527313), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 543577), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=768, value=None),
 FrozenTrial(number=769, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 544296), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 559381), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=769, value=None),
 FrozenTrial(number=770, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 560020), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 574827), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=770, value=None),
 FrozenTrial(number=771, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 575447), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 590319), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=771, value=None),
 FrozenTrial(number=772, state=1, values=[830.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 590909), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 605931), params={'ema1_period': 9, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=772, value=None),
 FrozenTrial(number=773, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 606873), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 622785), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=773, value=None),
 FrozenTrial(number=774, state=1, values=[831.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 623559), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 639668), params={'ema1_period': 10, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=774, value=None),
 FrozenTrial(number=775, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 640300), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 655302), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=775, value=None),
 FrozenTrial(number=776, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 656026), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 671068), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=776, value=None),
 FrozenTrial(number=777, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 671878), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 686852), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=777, value=None),
 FrozenTrial(number=778, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 687647), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 710260), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=778, value=None),
 FrozenTrial(number=779, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 711385), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 732162), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=779, value=None),
 FrozenTrial(number=780, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 733010), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 748842), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=780, value=None),
 FrozenTrial(number=781, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 749567), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 764754), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=781, value=None),
 FrozenTrial(number=782, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 765399), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 781874), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=782, value=None),
 FrozenTrial(number=783, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 782667), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 799656), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=783, value=None),
 FrozenTrial(number=784, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 800389), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 816461), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=784, value=None),
 FrozenTrial(number=785, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 817128), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 833169), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=785, value=None),
 FrozenTrial(number=786, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 833810), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 849455), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=786, value=None),
 FrozenTrial(number=787, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 850136), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 865720), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=787, value=None),
 FrozenTrial(number=788, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 866714), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 883992), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=788, value=None),
 FrozenTrial(number=789, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 884931), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 901142), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=789, value=None),
 FrozenTrial(number=790, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 901853), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 917720), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=790, value=None),
 FrozenTrial(number=791, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 918314), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 933739), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=791, value=None),
 FrozenTrial(number=792, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 934397), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 949520), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=792, value=None),
 FrozenTrial(number=793, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 950221), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 974820), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=793, value=None),
 FrozenTrial(number=794, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 976253), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 54, 995231), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=794, value=None),
 FrozenTrial(number=795, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 54, 996015), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 12365), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=795, value=None),
 FrozenTrial(number=796, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 13033), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 28272), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=796, value=None),
 FrozenTrial(number=797, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 29117), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 49201), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=797, value=None),
 FrozenTrial(number=798, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 50087), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 72357), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=798, value=None),
 FrozenTrial(number=799, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 73204), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 90382), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=799, value=None),
 FrozenTrial(number=800, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 91065), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 107493), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=800, value=None),
 FrozenTrial(number=801, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 108366), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 125241), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=801, value=None),
 FrozenTrial(number=802, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 126242), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 151406), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=802, value=None),
 FrozenTrial(number=803, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 152763), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 172148), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=803, value=None),
 FrozenTrial(number=804, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 172817), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 189006), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=804, value=None),
 FrozenTrial(number=805, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 189595), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 205130), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=805, value=None),
 FrozenTrial(number=806, state=1, values=[949.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 205695), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 388169), params={'ema1_period': 10, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=806, value=None),
 FrozenTrial(number=807, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 388955), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 410058), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=807, value=None),
 FrozenTrial(number=808, state=1, values=[959.98], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 411307), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 432565), params={'ema1_period': 12, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=808, value=None),
 FrozenTrial(number=809, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 433305), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 449689), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=809, value=None),
 FrozenTrial(number=810, state=1, values=[889.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 450391), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 466126), params={'ema1_period': 7, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=810, value=None),
 FrozenTrial(number=811, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 466995), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 482620), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=811, value=None),
 FrozenTrial(number=812, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 483756), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 510139), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=812, value=None),
 FrozenTrial(number=813, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 511009), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 526857), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=813, value=None),
 FrozenTrial(number=814, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 527606), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 543195), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=814, value=None),
 FrozenTrial(number=815, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 544087), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 559541), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=815, value=None),
 FrozenTrial(number=816, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 560198), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 578899), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=816, value=None),
 FrozenTrial(number=817, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 579732), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 602965), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=817, value=None),
 FrozenTrial(number=818, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 603640), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 619113), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=818, value=None),
 FrozenTrial(number=819, state=1, values=[981.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 619771), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 635416), params={'ema1_period': 13, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=819, value=None),
 FrozenTrial(number=820, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 636009), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 651421), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=820, value=None),
 FrozenTrial(number=821, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 652122), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 674120), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=821, value=None),
 FrozenTrial(number=822, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 675926), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 698949), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=822, value=None),
 FrozenTrial(number=823, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 699827), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 715391), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=823, value=None),
 FrozenTrial(number=824, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 716203), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 731979), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=824, value=None),
 FrozenTrial(number=825, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 732822), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 748728), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=825, value=None),
 FrozenTrial(number=826, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 749685), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 771504), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=826, value=None),
 FrozenTrial(number=827, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 772560), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 789726), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=827, value=None),
 FrozenTrial(number=828, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 790443), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 805773), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=828, value=None),
 FrozenTrial(number=829, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 806386), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 822116), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=829, value=None),
 FrozenTrial(number=830, state=1, values=[820.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 822991), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 838747), params={'ema1_period': 12, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=830, value=None),
 FrozenTrial(number=831, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 839669), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 865874), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=831, value=None),
 FrozenTrial(number=832, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 866721), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 883879), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=832, value=None),
 FrozenTrial(number=833, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 884543), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 900112), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=833, value=None),
 FrozenTrial(number=834, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 900888), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 916630), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=834, value=None),
 FrozenTrial(number=835, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 917725), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 934605), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=835, value=None),
 FrozenTrial(number=836, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 935413), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 962723), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=836, value=None),
 FrozenTrial(number=837, state=1, values=[993.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 963476), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 980492), params={'ema1_period': 12, 'ema2_period': 49}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=837, value=None),
 FrozenTrial(number=838, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 980920), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 55, 996357), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=838, value=None),
 FrozenTrial(number=839, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 55, 996890), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 12590), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=839, value=None),
 FrozenTrial(number=840, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 13072), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 29354), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=840, value=None),
 FrozenTrial(number=841, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 29974), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 55836), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=841, value=None),
 FrozenTrial(number=842, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 56530), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 72248), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=842, value=None),
 FrozenTrial(number=843, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 72636), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 88311), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=843, value=None),
 FrozenTrial(number=844, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 88876), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 104650), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=844, value=None),
 FrozenTrial(number=845, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 105263), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 122783), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=845, value=None),
 FrozenTrial(number=846, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 123664), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 149440), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=846, value=None),
 FrozenTrial(number=847, state=1, values=[849.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 150138), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 167246), params={'ema1_period': 12, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=847, value=None),
 FrozenTrial(number=848, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 168064), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 185445), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=848, value=None),
 FrozenTrial(number=849, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 186206), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 204216), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=849, value=None),
 FrozenTrial(number=850, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 205758), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 224577), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=850, value=None),
 FrozenTrial(number=851, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 225285), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 251768), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=851, value=None),
 FrozenTrial(number=852, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 252508), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 269750), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=852, value=None),
 FrozenTrial(number=853, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 270269), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 286098), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=853, value=None),
 FrozenTrial(number=854, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 286551), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 302572), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=854, value=None),
 FrozenTrial(number=855, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 304691), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 323633), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=855, value=None),
 FrozenTrial(number=856, state=1, values=[923.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 324598), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 350104), params={'ema1_period': 8, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=856, value=None),
 FrozenTrial(number=857, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 350579), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 366622), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=857, value=None),
 FrozenTrial(number=858, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 367131), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 382948), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=858, value=None),
 FrozenTrial(number=859, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 383370), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 399486), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=859, value=None),
 FrozenTrial(number=860, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 399987), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 418623), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=860, value=None),
 FrozenTrial(number=861, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 419465), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 443644), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=861, value=None),
 FrozenTrial(number=862, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 444196), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 460474), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=862, value=None),
 FrozenTrial(number=863, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 461062), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 477210), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=863, value=None),
 FrozenTrial(number=864, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 477771), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 496096), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=864, value=None),
 FrozenTrial(number=865, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 497081), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 520072), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=865, value=None),
 FrozenTrial(number=866, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 520947), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 543483), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=866, value=None),
 FrozenTrial(number=867, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 544249), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 560551), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=867, value=None),
 FrozenTrial(number=868, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 561269), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 577747), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=868, value=None),
 FrozenTrial(number=869, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 578396), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 594891), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=869, value=None),
 FrozenTrial(number=870, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 595530), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 620848), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=870, value=None),
 FrozenTrial(number=871, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 621875), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 641390), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=871, value=None),
 FrozenTrial(number=872, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 642036), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 658277), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=872, value=None),
 FrozenTrial(number=873, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 658972), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 674946), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=873, value=None),
 FrozenTrial(number=874, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 675755), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 695292), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=874, value=None),
 FrozenTrial(number=875, state=1, values=[979.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 696332), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 720775), params={'ema1_period': 11, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=875, value=None),
 FrozenTrial(number=876, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 721451), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 737770), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=876, value=None),
 FrozenTrial(number=877, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 738913), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 754946), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=877, value=None),
 FrozenTrial(number=878, state=1, values=[900.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 755579), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 771749), params={'ema1_period': 6, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=878, value=None),
 FrozenTrial(number=879, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 772455), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 796880), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=879, value=None),
 FrozenTrial(number=880, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 797983), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 819362), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=880, value=None),
 FrozenTrial(number=881, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 820106), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 837183), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=881, value=None),
 FrozenTrial(number=882, state=1, values=[933.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 837881), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 854988), params={'ema1_period': 11, 'ema2_period': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=882, value=None),
 FrozenTrial(number=883, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 855614), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 877794), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=883, value=None),
 FrozenTrial(number=884, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 878806), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 901939), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=884, value=None),
 FrozenTrial(number=885, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 902616), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 918711), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=885, value=None),
 FrozenTrial(number=886, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 919387), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 935599), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=886, value=None),
 FrozenTrial(number=887, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 936218), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 952190), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=887, value=None),
 FrozenTrial(number=888, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 952843), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 56, 979959), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=888, value=None),
 FrozenTrial(number=889, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 56, 981126), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 1767), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=889, value=None),
 FrozenTrial(number=890, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 2591), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 21280), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=890, value=None),
 FrozenTrial(number=891, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 22037), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 39261), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=891, value=None),
 FrozenTrial(number=892, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 39774), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 61447), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=892, value=None),
 FrozenTrial(number=893, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 62443), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 87265), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=893, value=None),
 FrozenTrial(number=894, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 88051), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 104952), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=894, value=None),
 FrozenTrial(number=895, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 105578), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 122349), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=895, value=None),
 FrozenTrial(number=896, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 122912), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 139298), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=896, value=None),
 FrozenTrial(number=897, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 140344), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 165860), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=897, value=None),
 FrozenTrial(number=898, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 166809), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 188965), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=898, value=None),
 FrozenTrial(number=899, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 189619), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 207388), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=899, value=None),
 FrozenTrial(number=900, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 208006), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 224620), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=900, value=None),
 FrozenTrial(number=901, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 225159), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 247854), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=901, value=None),
 FrozenTrial(number=902, state=1, values=[849.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 248763), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 271301), params={'ema1_period': 12, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=902, value=None),
 FrozenTrial(number=903, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 271922), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 288700), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=903, value=None),
 FrozenTrial(number=904, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 289302), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 305695), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=904, value=None),
 FrozenTrial(number=905, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 306301), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 326004), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=905, value=None),
 FrozenTrial(number=906, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 326645), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 356200), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=906, value=None),
 FrozenTrial(number=907, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 356975), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 374632), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=907, value=None),
 FrozenTrial(number=908, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 375300), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 392379), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=908, value=None),
 FrozenTrial(number=909, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 393087), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 411913), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=909, value=None),
 FrozenTrial(number=910, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 412813), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 439635), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=910, value=None),
 FrozenTrial(number=911, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 440813), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 463529), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=911, value=None),
 FrozenTrial(number=912, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 464273), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 482181), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=912, value=None),
 FrozenTrial(number=913, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 482982), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 500238), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=913, value=None),
 FrozenTrial(number=914, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 500892), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 521158), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=914, value=None),
 FrozenTrial(number=915, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 522302), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 549425), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=915, value=None),
 FrozenTrial(number=916, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 550082), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 567351), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=916, value=None),
 FrozenTrial(number=917, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 568144), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 585310), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=917, value=None),
 FrozenTrial(number=918, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 586087), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 603566), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=918, value=None),
 FrozenTrial(number=919, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 604606), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 624854), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=919, value=None),
 FrozenTrial(number=920, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 625767), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 649114), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=920, value=None),
 FrozenTrial(number=921, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 649984), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 668006), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=921, value=None),
 FrozenTrial(number=922, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 668779), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 686762), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=922, value=None),
 FrozenTrial(number=923, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 687487), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 711842), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=923, value=None),
 FrozenTrial(number=924, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 712963), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 737149), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=924, value=None),
 FrozenTrial(number=925, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 737827), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 757256), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=925, value=None),
 FrozenTrial(number=926, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 758217), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 777909), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=926, value=None),
 FrozenTrial(number=927, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 778950), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 801766), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=927, value=None),
 FrozenTrial(number=928, state=1, values=[883.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 802747), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 827778), params={'ema1_period': 11, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=928, value=None),
 FrozenTrial(number=929, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 828471), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 846326), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=929, value=None),
 FrozenTrial(number=930, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 847290), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 864955), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=930, value=None),
 FrozenTrial(number=931, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 865744), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 883135), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=931, value=None),
 FrozenTrial(number=932, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 883799), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 912659), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=932, value=None),
 FrozenTrial(number=933, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 913708), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 933752), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=933, value=None),
 FrozenTrial(number=934, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 934480), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 952579), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=934, value=None),
 FrozenTrial(number=935, state=1, values=[849.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 953277), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 971591), params={'ema1_period': 12, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=935, value=None),
 FrozenTrial(number=936, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 972277), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 57, 997719), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=936, value=None),
 FrozenTrial(number=937, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 57, 999132), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 21133), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=937, value=None),
 FrozenTrial(number=938, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 21939), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 40046), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=938, value=None),
 FrozenTrial(number=939, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 40696), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 58770), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=939, value=None),
 FrozenTrial(number=940, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 59576), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 86276), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=940, value=None),
 FrozenTrial(number=941, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 87409), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 107808), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=941, value=None),
 FrozenTrial(number=942, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 108547), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 126493), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=942, value=None),
 FrozenTrial(number=943, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 127211), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 145089), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=943, value=None),
 FrozenTrial(number=944, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 145779), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 170802), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=944, value=None),
 FrozenTrial(number=945, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 171938), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 197301), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=945, value=None),
 FrozenTrial(number=946, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 198261), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 218433), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=946, value=None),
 FrozenTrial(number=947, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 219175), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 238226), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=947, value=None),
 FrozenTrial(number=948, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 238944), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 262726), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=948, value=None),
 FrozenTrial(number=949, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 263639), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 288418), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=949, value=None),
 FrozenTrial(number=950, state=1, values=[940.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 289102), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 307389), params={'ema1_period': 11, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=950, value=None),
 FrozenTrial(number=951, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 308118), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 326058), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=951, value=None),
 FrozenTrial(number=952, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 326747), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 345110), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=952, value=None),
 FrozenTrial(number=953, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 346423), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 368070), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=953, value=None),
 FrozenTrial(number=954, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 368823), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 388053), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=954, value=None),
 FrozenTrial(number=955, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 388692), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 407242), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=955, value=None),
 FrozenTrial(number=956, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 407814), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 427184), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=956, value=None),
 FrozenTrial(number=957, state=1, values=[1033.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 428165), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 449061), params={'ema1_period': 7, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=957, value=None),
 FrozenTrial(number=958, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 450088), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 472923), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=958, value=None),
 FrozenTrial(number=959, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 473775), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 497227), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=959, value=None),
 FrozenTrial(number=960, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 498264), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 517540), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=960, value=None),
 FrozenTrial(number=961, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 518297), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 536801), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=961, value=None),
 FrozenTrial(number=962, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 537577), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 559042), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=962, value=None),
 FrozenTrial(number=963, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 559867), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 590336), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=963, value=None),
 FrozenTrial(number=964, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 591587), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 617818), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=964, value=None),
 FrozenTrial(number=965, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 618601), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 639592), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=965, value=None),
 FrozenTrial(number=966, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 640673), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 661281), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=966, value=None),
 FrozenTrial(number=967, state=1, values=[912.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 661838), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 681633), params={'ema1_period': 10, 'ema2_period': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=967, value=None),
 FrozenTrial(number=968, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 682477), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 702645), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=968, value=None),
 FrozenTrial(number=969, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 703420), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 723308), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=969, value=None),
 FrozenTrial(number=970, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 723986), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 744207), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=970, value=None),
 FrozenTrial(number=971, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 745116), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 765608), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=971, value=None),
 FrozenTrial(number=972, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 766502), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 790367), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=972, value=None),
 FrozenTrial(number=973, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 791426), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 811801), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=973, value=None),
 FrozenTrial(number=974, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 812562), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 58, 834299), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=974, value=None),
 FrozenTrial(number=975, state=1, values=[970.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 58, 835286), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 28690), params={'ema1_period': 11, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=975, value=None),
 FrozenTrial(number=976, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 29941), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 52196), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=976, value=None),
 FrozenTrial(number=977, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 52937), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 72725), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=977, value=None),
 FrozenTrial(number=978, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 73549), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 96369), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=978, value=None),
 FrozenTrial(number=979, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 97061), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 117673), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=979, value=None),
 FrozenTrial(number=980, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 118363), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 137416), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=980, value=None),
 FrozenTrial(number=981, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 138045), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 156951), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=981, value=None),
 FrozenTrial(number=982, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 157716), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 178919), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=982, value=None),
 FrozenTrial(number=983, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 180047), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 205671), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=983, value=None),
 FrozenTrial(number=984, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 206518), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 226015), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=984, value=None),
 FrozenTrial(number=985, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 226791), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 246421), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=985, value=None),
 FrozenTrial(number=986, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 247301), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 267904), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=986, value=None),
 FrozenTrial(number=987, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 268791), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 289155), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=987, value=None),
 FrozenTrial(number=988, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 289775), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 308374), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=988, value=None),
 FrozenTrial(number=989, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 309039), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 327996), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=989, value=None),
 FrozenTrial(number=990, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 328580), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 347511), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=990, value=None),
 FrozenTrial(number=991, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 348347), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 370297), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=991, value=None),
 FrozenTrial(number=992, state=1, values=[969.28], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 371128), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 564780), params={'ema1_period': 15, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=992, value=None),
 FrozenTrial(number=993, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 565550), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 586386), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=993, value=None),
 FrozenTrial(number=994, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 587162), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 608883), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=994, value=None),
 FrozenTrial(number=995, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 610486), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 636320), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=995, value=None),
 FrozenTrial(number=996, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 637334), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 659563), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=996, value=None),
 FrozenTrial(number=997, state=1, values=[971.68], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 660199), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 680500), params={'ema1_period': 15, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=997, value=None),
 FrozenTrial(number=998, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 681382), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 701029), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=998, value=None),
 FrozenTrial(number=999, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 14, 12, 49, 59, 701647), datetime_complete=datetime.datetime(2024, 6, 14, 12, 49, 59, 723974), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=999, value=None)]

In [10]:

import pandas as pd

df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"])
for trial in study.trials:
    df.loc[trial.number] = [
        trial.params["ema1_period"],
        trial.params["ema2_period"],
        trial.values[0],
    ]


df

import pandas as pd df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"]) for trial in study.trials: df.loc[trial.number] = [ trial.params["ema1_period"], trial.params["ema2_period"], trial.values[0], ] df

Out[10]:

	ema1_period	ema2_period	score
0	20.0	48.0	988.48
1	22.0	47.0	1008.98
2	12.0	36.0	981.28
3	18.0	14.0	1116.68
4	8.0	30.0	910.78
...	...	...	...
995	13.0	11.0	1163.58
996	15.0	10.0	1120.48
997	15.0	32.0	971.68
998	15.0	10.0	1120.48
999	14.0	12.0	1060.38

1000 rows × 3 columns

Type 1¶

In [11]:

from plotly import express as px

fig = px.scatter(df, x=df.index, y="score")
fig.show()

from plotly import express as px fig = px.scatter(df, x=df.index, y="score") fig.show()

Type 2¶

In [12]:

import plotly.express as px


fig = px.density_contour(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    histfunc="max",
)
fig.update_traces(contours_coloring="fill", contours_showlabels=True)
fig.show()

import plotly.express as px fig = px.density_contour( df, x="ema1_period", y="ema2_period", z="score", histfunc="max", ) fig.update_traces(contours_coloring="fill", contours_showlabels=True) fig.show()

Type 3¶

In [13]:

import plotly.express as px

fig = px.density_heatmap(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    nbinsx=20,
    nbinsy=40,
    histfunc="max",
    color_continuous_scale="Viridis",
)
fig.show()

import plotly.express as px fig = px.density_heatmap( df, x="ema1_period", y="ema2_period", z="score", nbinsx=20, nbinsy=40, histfunc="max", color_continuous_scale="Viridis", ) fig.show()